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1909 results for β€œSEC”

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  1. Northflank security breach leads to abuse of customers' AI API keys

    Northflank, a cloud application hosting platform, disclosed a breach on 30 October 2026 after a Wiz threat alert and told customers to assume all environment variables were decrypted and to rotate secrets. Customers reported unauthorized use of AI API keys. Wiz's "Black October for AI Developer Platforms" report counts at least nine incidents, including Railway, OpenCode, Warp and Lightning AI, and describes LLMJacking, with about 2.5 million Amazon Bedrock calls costing roughly $100,000 in two cases. Northflank has not said how attackers got in.

    bleepingcomputer.comarticlePublished and added 31 Oct 2026πŸ›‘οΈ Security

  2. Chainalysis discloses data breach from "offensive agentic techniques"

    Chainalysis disclosed a security incident in which an external actor used "offensive agentic techniques" to access internal systems and tools earlier in the month. Exposed customer data includes user IDs, names, email addresses and organizational role labels. The company reports no evidence of access to investigation content, credentials or session tokens, and has shared no details on the vulnerabilities, tools or dwell time. The article also lists other incidents from the same week.

    bleepingcomputer.comarticlePublished and added 31 Oct 2026πŸ›‘οΈ Security

  3. Binance’s $6.3 Billion Hack Puts Developer Machine Security in Focus

    StepSecurity's analysis of Binance's 29 October 2026 incident, which Binance puts at about $6.3 billion in affected assets. It covers Binance's disclosure of a possible DevOps laptop compromise, and TRM Labs and Elliptic findings on 50 EIP-7702 authorizations and a persistent delegation. It links this to the Nx, OVHcloud CLI and Claude Code extension compromises, gives an investigation checklist, then describes StepSecurity products.

    stepsecurity.ioarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  4. Weekly Research Brief: Binance Hacked; Hyperliquid on Wall Street; Prediction Markets’ Brazil β€˜Miss’

    Galaxy Research's weekly brief of 30 October 2026 opens with the Binance hack: about $6.3b drained across 10 blockchains, attributed by TRM Labs and Chainalysis to TraderTraitor (Lazarus-linked). The attacker used EIP-7702 with 50 pre-signed authorizations on Ethereum, and Binance's preliminary finding is a compromised DevOps laptop reaching a service container. Tether and Circle froze about $2.6b. The other sections cover Hyperliquid and prediction markets.

    galaxy.comarticleAdded 30 Oct 2026πŸ›‘οΈ Security

  5. Bunny CDN Security Incident

    Bunny CDN status-page notice, posted 28 October 2026, about unauthorized access at an infrastructure provider that hosted one bunny.net CDN node in Armenia. Traffic was stopped within 20 minutes and the server wiped. No access to the node was found, but cached content, Pull Zone configs and TLS certificates could have been exposed, so all platform certificates were reissued. Customers with their own certificates should rotate them with new private keys.

    status.bunny.netadvisoryAdded 31 Oct 2026, published 30 Oct 2026πŸ›‘οΈ Security

  6. Polymarket Sends $3.9M Back to Traders After Vendor Script Drain

    Polymarket's international site was hit on 29 October 2026 when a page-speed monitoring script served from DebugBear's CDN was replaced with a drainer. It hijacked logged-in sessions for about an hour and took $2.7M from 726 wallets via Polymarket's relayer. Scott Helme of Report URI says the CSP allowlisted every domain used and that hash pinning would have blocked the swapped file. Polymarket is repaying $3.9M, and this is its second vendor-script compromise since June.

    bankless.comarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  7. nemotron-halloween

    MonsterHouse is a Halloween interactive projection built on the NVIDIA Nemotron Voice Agent: Nemotron Speech ASR, Nemotron 3.5 Bolt E4B 4GB with a LoRA persona adapter, Magpie TTS Zeroshot and Audio2Face-3D in Unreal Engine, on two RTX Blackwell GPUs. Median end-of-speech-to-audio is 1.70 seconds live and 0.72 seconds with cached responses. The post gives a build path and tips on caching and state handling.

    huggingface.cowriteupPublished and added 30 Oct 2026🧠 AI

  8. Secret Service, FBI Join Binance Hack Probe as Circle Freezes $823 Million

    Decrypt reports that Binance is working with the FBI and U.S. Secret Service after a theft of about $6.4 billion, which TRM Labs and Chainalysis attribute to North Korea's TraderTraitor group, also linked to the February 2025 Bybit hack. Circle froze about $823 million in USDC and Tether froze USDT, though the page gives differing Tether totals. Binance first suspected a compromised DevOps engineer laptop, found more breach points, and saw no evidence of leaked wallet private keys.

    decrypt.coarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  9. CISA Adds Two Known Exploited Vulnerabilities to Catalog

    CISA added two Ivanti Connect Secure vulnerabilities to its Known Exploited Vulnerabilities (KEV) Catalog on 30 October 2026, citing evidence of active exploitation: CVE-2026-111357 (missing authentication for a critical function) and CVE-2026-118527 (generation of predictable numbers or identifiers). The alert restates BOD 26-04, which requires federal civilian agencies to remediate KEV-listed flaws on exposed assets and check for prior compromise. It also links the KEV nomination form.

    cisa.govadvisoryPublished and added 30 Oct 2026πŸ›‘οΈ Security

  10. In Other News: Anthropic Breach Dispute, UEFI Flaw Hits Most Servers, Cloudflare AI Data Leak

    SecurityWeek's weekly roundup of 30 October 2026 covers CVE-2026-97631, a 16-year-old buffer overflow in TianoCore EDK II that affects PXE network boot on most servers. It also covers a Cloudflare Workers AI cross-tenant leak caused by an SGLang bug, Anthropic's dispute with Cathedral over a bug bounty intrusion, and fake AI bots probing for secrets. Other items include AI-assisted ransomware (Gold Ogre, Aur0ra), the NIK C2 framework, and North Korean IT worker sanctions.

    securityweek.comarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  11. Binance hack: the largest robbery in financial history

    Binance hack analysis from 21shares on the 29 October 2026 theft of about $6.3 billion from Binance. Binance's initial finding points to a compromised DevOps engineer's laptop with no sign of a leaked wallet key. Chainalysis attributes it to North Korea with high confidence, and about $3 billion was frozen by Tether, Circle and the Arbitrum Security Council. The attacker also borrowed about $44.6 million of WETH on Aave. Binance says SAFU and company funds will cover all losses.

    21shares.comarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  12. Binance hack: how a compromised developer laptop can lead to a $6.3 billion breach

    Aikido Security's analysis of the roughly $6.3 billion Binance incident, which Binance says may have started with a compromised DevOps engineer's laptop. It sets out what is known (no private key leak, TraderTraitor attribution by TRM Labs and Chainalysis, additional breach points) and a plausible chain from laptop credentials to a withdrawal service. It compares the 2025 Bybit theft and lists mitigations.

    aikido.devarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  13. Shubham Mishra 🐐 (@shubh6200) on X

    A post relaying Cursor's security advisory: a modified, malicious Claude Code VS Code extension was distributed through the Cursor extension marketplace, affecting at most 5,000 users. Anthropic did not develop that version, and other extensions are not affected. Users of Claude Code in Cursor are told to update to version 2.1.314. The post adds that marketplaces need publisher verification and package integrity checks. It gives no technical detail on the payload.

    x.comthreadAdded 31 Oct 2026, published 30 Oct 2026πŸ›‘οΈ Security

  14. Binance Finds 'Additional Points of Breach' in $6.3B Hack

    Binance estimated the October 2026 security incident at about $6.3 billion and said it found "additional points of breach" beyond the compromised DevOps engineer laptop it first named. The attacker reached a service container and submitted unauthorized withdrawals, with no wallet private key leak found. Arkham counted $6.01 billion taken from hot wallets on nine chains; Tether and Circle froze about $1.8 billion in stablecoins. About $3 billion is frozen onchain; withdrawals stay suspended.

    decrypt.coarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  15. Community safety report and new protections for teens

    OpenAI announces a Community Safety Report on violence prevention, with the first edition due early 2027 covering the second half of 2026 and updates every six months. ChatGPT will also give less detail on past mass attacks, respond more conservatively after warning signs, and end chats that fixate on violence. Teen accounts get tighter weapons limits, backed by age prediction, Persona verification and parental alerts.

    openai.comarticlePublished and added 30 Oct 2026🧠 AI

  16. Anthropic security breach exposed salaries and messages, not model weights

    Anthropic security incident in which researchers from the startup Cathedral reached Anthropic's commercial, HR and IT systems through vulnerable third-party administrative applications. Exposed data included salaries, job offers, meeting transcripts and Slack messages; Anthropic says customer prompts, source code and model weights were not accessed. Anthropic cut access the same day and kept the apps disabled until vendors patched. The companies dispute whether Cathedral reported all its activity.

    en.cryptonomist.charticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  17. Web Security Academy

    Web Security Academy is PortSwigger's free online web security training. It is known to combine learning material with hands-on labs across web vulnerability classes such as SQL injection, XSS, SSRF, authentication flaws and request smuggling, and to be built around Burp Suite. The page had no extractable text, so this description comes from the URL and general knowledge of the site.

    portswigger.netcourseAdded 30 Oct 2026πŸ›‘οΈ Security

  18. Web Security Academy: Free Online Training from PortSwigger

    The Web Security Academy is PortSwigger's free online training center for web application security. It combines written topic explanations, videos and interactive labs, with content from PortSwigger's research team and Dafydd Stuttard, author of The Web Application Hacker's Handbook. Labs can be solved with Burp Suite Community Edition, progress is tracked per account, and first solvers of new labs appear in a Hall of Fame.

    portswigger.netcourseAdded 30 Oct 2026πŸ›‘οΈ Security

  19. Binance probes a suspected cryptocurrency breach: $6.3B affected, about $3B frozen

    Binance disclosed a suspected security incident on 29 October 2026, estimating $6.3 billion affected and about $3 billion frozen. Binance's early finding is that a compromised DevOps engineer's laptop let an attacker reach a service container and submit unauthorized withdrawals, with no evidence of wallet private-key leakage. TRM Labs suspects TraderTraitor, the group tied to the February 2025 Bybit theft. Tether, Circle and Ripple froze funds.

    en.cryptonomist.charticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  20. Trail of Bits (@trailofbits) on X

    Trail of Bits post on X summarising Binance's initial investigation into a security incident. Binance suggests a compromised DevOps engineer's laptop let an attacker reach a service container and submit unauthorized withdrawal transactions. The text says no evidence has been found of wallet private key compromise. The fetched text is truncated and gives no further detail.

    x.comthreadPublished and added 30 Oct 2026πŸ›‘οΈ Security

  21. CVE-2026-98432: Linux TCP Use-After-Free Risk and Patch Validation

    CVE-2026-98432 is a use-after-free in the Linux kernel IPv4 TCP handshake path: a request socket's ireq_opt pointer moves to the child socket as inet_opt and is freed with kfree() while a retransmitted-SYN CPU still reads it under RCU. The fix (commit e3f33b0a1d89) uses kfree_rcu(). The page covers CVSS 9.8 versus vendor scores, Anthropic's MPTCP root-exploit lab demo, per-distribution patch checks, MPTCP listener inventory and detection guidance. The page was truncated before its mitigation section.

    penligent.aiarticleAdded 31 Oct 2026, published 30 Oct 2026πŸ›‘οΈ Security

  22. GPT-Rosalind-6 System Card Addendum

    GPT-Rosalind-6 System Card Addendum is OpenAI's safety documentation for a life-sciences model that shares weights with GPT-6 Astra. It rates the model High in Biological and Chemical and Critical in Cybersecurity under the Preparedness Framework. It reports biology evaluations, trusted-access controls, biosecurity refusal pass rates, a historical cyber jailbreak regression (14.3% task success), and sabotage and monitor-evasion results.

    deploymentsafety.openai.compaperPublished and added 30 Oct 2026πŸ›‘οΈ Security

  23. dfbench β€” depthfirst

    dfbench is depthfirst's held-out benchmark for frontier models on open-ended defensive security work: vulnerability detection, validation of findings, and differential analysis between commits. It reports recall, precision, F1 and cost per task for about 20 models at several thinking levels, split by domain (application, low level, smart contract) and by single or multi-repo scope. Overall detection recall ranges from about 21% to 69%.

    depthfirst.comarticleAdded 29 Oct 2026🧠 AI

  24. Show HN: I Turned DOOM into a Transformer

    Doomformer compiles integer neural networks into ZDoom maps that run in ViZDoom. Voodoo dolls do the arithmetic, and sector light levels and plane heights hold the values. Python reads every value back and compares it with a NumPy integer reference at tolerance 0. It runs MNIST (97.16 % on all 10,000 digits, every pass exact), small transformers, a learning perceptron and a SUBLEQ machine. It is about 23,000 times slower than NumPy on a small MLP.

    github.comrepoAdded 30 Oct 2026, published 29 Oct 2026🧠 AI

  25. Hugging Face malware campaign returns to hijack GPUs for crypto mining

    A campaign of 31 malicious Hugging Face repositories across seven accounts, found by Pluto Security, posed as small Qwen2 checkpoints and used trust_remote_code to run a cryptominer and reverse shell on GPU inference hosts. The top model reached 28,412 downloads and scanned clean, and a second wave returned within days of takedown. The article also covers a fake Solana starter kit on GitHub that installs NetSupport Manager via a PowerShell one-liner aimed at AI coding agents.

    bleepingcomputer.comarticleAdded 30 Oct 2026, published 29 Oct 2026πŸ›‘οΈ Security

  26. Rekt - News or Hype?

    Rekt News piece tracing three AI-security headlines back to their sources. It covers Justin Drake's October 2026 "bunker mode" warning about AI breaking ECDSA, OpenAI's report of a model spending Sepolia test ETH from a default developer mnemonic, and Wiz's "70% of the Internet" claim for PHP CVE-2026-109618 and CVE-2026-109619. It closes with four questions for checking a claim.

    rekt.newsarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  27. SAIL Framework: A Practical Guide for AI Security

    The SAIL Framework from Pillar Security is a seven-phase, lifecycle-oriented method for securing AI systems. The phases are AI policy and safe experimentation, AI asset discovery, AI security posture management, AI red teaming, runtime guardrails, sandboxed execution for agents and MCP servers, and AI activity tracing. It argues for a "Shift Up" approach that protects the business logic AI controls, and it is meant to sit on top of existing standards.

    pillar.securityarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  28. Android security checklist: theft of arbitrary files | Oversecured Blog

    Oversecured's Android security checklist on arbitrary file theft from an app's private storage. It covers implicit intents (PICK, GET_CONTENT) returning file:// or content:// URIs, SEND/SEND_MULTIPLE share activities, exported and non-exported FileProviders, path traversal via Uri.getLastPathSegment, WebView, and local NanoHTTPD servers. Each case has vulnerable code, an attacker PoC and fixes such as /proc/self/fd path checks and narrow files-path entries.

    oversecured.comarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  29. Discovering vendor-specific vulnerabilities in Android | Oversecured Blog

    Oversecured describes extending its Android scanner to system APIs and to Samsung's Android build, after comparing Google and Samsung framework JARs and about 400 system services. It explains AIDL service permission checks and new control-flow analyses. Examples include Samsung's unchecked semIsBackupEnabled(), a broadcast that reboots the device, and a LaunchAnyWhere in Settings. Samsung had fixed over 60 reported issues.

    oversecured.comwriteupAdded 29 Oct 2026πŸ›‘οΈ Security

  30. Content Providers and the potential weak spots they can have | Oversecured Blog

    Oversecured's Android security checklist for Content Providers covers insecure FileProvider path configs, path traversal via decoded Uri.getLastPathSegment(), mismatched readPermission/writePermission, proxying requests to more privileged providers, SQL injection across a shared database, and sensitive actions in providers. Each case has vulnerable manifest and Java code, an attacker PoC and remediation. Real cases from Google and Samsung devices are cited. The page text was truncated near the end.

    oversecured.comarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  31. Introducing MavenGate: a supply chain attack method for Java and Android applications | Oversecured Blog

    MavenGate is Oversecured's research on hijacking Maven dependencies by buying expired domains behind groupIds on Maven Central and JitPack. It found 6,170 of 33,938 checked domains (18.18%) vulnerable, and tested the attack with its own com.oversecured:hello-world library. It lists defenses (Gradle verification-metadata.xml, PGP signatures) and proposes changes to repository signing.

    oversecured.comwriteupAdded 29 Oct 2026πŸ›‘οΈ Security

  32. Oversecured Apps Care. Part 1: Vulnerability disclosure of 225 Google apps | Oversecured Blog

    Oversecured Apps Care, Part 1 (21 March 2024) publishes scanner results for about 224 Google Android apps, drawn from a wider scan of over 6,000 public APKs from 1,000+ companies. Tables per device image (phone, Wear OS, Android Automotive, Android TV) give package names, three finding counts and report links, including android, com.android.settings, gms and Play Store. It invites researchers to report issues to Google for rewards.

    oversecured.comarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  33. 20 security issues found in Xiaomi devices

    Oversecured's write-up of 20 vulnerabilities in Xiaomi apps and system components, reported to Xiaomi between 25 and 30 April 2023. Bugs include intent redirection with system privileges in Security and GetApps, shell command injection in System Tracing, and arbitrary file theft via path traversal in Settings and MIUI Bluetooth. Each has a PoC. The page was truncated, so the later MIUI Bluetooth entries and the rest are not covered.

    oversecured.comwriteupAdded 29 Oct 2026πŸ›‘οΈ Security

  34. Disclosure of 7 Android and Google Pixel vulnerabilities

    Oversecured discloses seven Android vulnerabilities, two of them Pixel-specific, all reported to Google and fixed except one low-severity WebView case. They are the Camera geolocation leak (CVE-2024-0017), a VPN bypass list change (CVE-2023-21383), a Bluetooth permission check flaw (CVE-2024-34719), the WorkSource parcel mismatch (CVE-2023-20963, exploited in the wild by the Pinduoduo app), Device Admin HTML injection (CVE-2021-0600) and a ContentProvider.openFile() caller-context bypass (CVE-2023-21292). Each has root cause and PoC code.

    oversecured.comwriteupAdded 29 Oct 2026πŸ›‘οΈ Security

  35. Inside mobile taint analysis: how source-to-sink tracking finds real data-leak paths | Oversecured Blog

    Oversecured explains taint analysis for Android and iOS apps and contrasts it with pattern-matching SAST such as MobSF. It covers source, flow and sink, cross-component tracking over Intents, flag-based sanitizer modeling and implicit intent simulation. The case study is an unsafe Class.forName().newInstance() on a Serializable transportFactoryClassName field in Google's com.google.auth.oauth2 credential classes, which Google fixed with a $3,133.70 bounty.

    oversecured.comarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  36. Android deep link vulnerabilities: how intent filters lead to account takeover | Oversecured Blog

    Oversecured's article on Android deep-link vulnerabilities covers five patterns: custom scheme hijacking, open redirect into WebView, limited and full intent redirection, and domain takeover via an expired whitelist entry. It shows bypass payloads, intent selector abuse, and the HierarchicalUri reflection bypass. It also compares what SAST and DAST can find and gives a checklist for pentesters.

    oversecured.comarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  37. Vulnerabilities that lead to account takeover in banking and fintech mobile apps | Oversecured Blog

    Oversecured guide to eight vulnerability categories that lead to account takeover in mobile banking and fintech apps: WebView JavaScript bridge token leakage, Intent Redirection, hardcoded tokens, deeplink hijacking, insecure token storage, localhost OAuth listeners, AIDL abuse and weak biometric auth. It includes a WebView PoC based on Samsung SmartThings CVE-2022-30746 and maps findings to OWASP MASVS, PCI DSS and PSD2. It argues taint analysis plus dynamic PoC is needed to find multi-component chains.

    oversecured.comarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  38. SDK security in mobile apps: the attack surface your team didn

    Oversecured guide to SDK security in mobile apps, built around Microsoft's April 2026 disclosure of an intent redirection flaw in EngageLab's EngageSDK (50 million installs, fixed in 5.2.1). It covers SDK attack surfaces (exported components, WebViews, deep links, hardcoded secrets, payment crypto), a canhub image cropper file-overwrite example, why source-only SAST misses SDK code, and MASVS and PCI DSS expectations.

    oversecured.comarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  39. What changed when mobile security stopped being theoretical

    An Oversecured Head of Engineering, coming from 20 years of web work, describes four mobile security risks that became concrete after seeing real production apps. These are old vulnerable binaries that stay installed after a fix, secrets embedded in client code, Keychain/Keystore guarantees that are weaker than assumed with tokens leaking via logs, and deep links or exported components acting as public endpoints. It ends with advice: test the shipped artifact, verify the full data lifecycle, and build server-side containment.

    oversecured.comarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  40. PCI DSS and Mobile Apps: A Simple Guide | Oversecured Blog

    Guide to PCI DSS v4.0.1 scope for mobile apps, with a mapping of common Android and iOS finding types to the requirements they break (Req 2, 3, 4, 6, 7). It covers which app behaviors bring an app into scope and gives three anonymized cases: cleartext HTTP in a vendor native library, hardcoded keys in a third-party SDK, and an implicit Intent leaking data. It argues for testing the shipped binary and keeping a current component inventory.

    oversecured.comarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  41. dfbench β€” depthfirst

    dfbench is a held-out benchmark maintained by depthfirst that scores frontier LLMs on defensive security work: vulnerability detection, validation (precision) and differential analysis between commits. It reports recall, precision, F1 and cost per task by model and thinking level, split by application, low-level and smart-contract code and by single or multi-repo scope. Overall detection recall runs from about 21% to 69%, with the top figure at $99.19 per task for Mythos 5; validation precision mostly falls between 15% and 49%.

    depthfirst.comarticleAdded 29 Oct 2026πŸ›‘οΈ Security

  42. CISA Adds Two Known Exploited Vulnerabilities to Catalog

    CISA alert of 29 October 2026 adding two vulnerabilities to the Known Exploited Vulnerabilities catalog on evidence of active exploitation: CVE-2026-97229, an integer overflow in GitLab CE/EE, and CVE-2026-76418, a NULL pointer dereference from an unchecked return value in Cisco Secure Firewall ASA and FTD. It restates BOD 26-04 remediation duties for federal civilian agencies and links the KEV nomination form.

    cisa.govadvisoryPublished and added 29 Oct 2026πŸ›‘οΈ Security

  43. Polymarket Pauses Trading as Prediction Market Investigates Security Incident

    Polymarket put its exchange in cancel-only mode and paused relayer actions on 29 October 2026 after users reported funds withdrawn without permission. Hudson Rock says a DebugBear-hosted script holds wallet-draining code that sells a logged-in user's positions and hard-codes the suspected attacker's wallet (about $2.65 million in POL, per Arkham) as fallback recipient. Polymarket blames a compromised third-party provider and promises to make users whole. Root cause and victim count are unconfirmed.

    decrypt.coarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  44. Hackers Publish Work Details of 41,000 Homeland Security Employees

    Icepick is a dataset published on 28 October 2026 by Distributed Denial of Secrets. It lists 41,191 DHS employees and contractors with names, titles, offices, phones, managers and 55,000+ permission groups. The hacktivist group Department of Peace says it took the data from DHS's Okta SSO; Okta denies compromise. DHS has filed a takedown notice via ZeroFox, and the full archive is unverified.

    decrypt.coarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  45. Hackers exploit Cisco SD-WAN flaw to deploy custom KeyDrift malware

    UAT-11473, a newly tracked APT cluster, exploits CVE-2026-20127, a max-severity authentication bypass in Cisco Catalyst SD-WAN Controllers (patched February 2026), to deploy the KeyDrift malware framework. KeyDrift's PolyFlame runs inside vdaemon processes, and LittleFilch hooks SSL_read to extract AES-256 IPsec keying material, saved to /var/tmp/vdaemon.bin and sent over UDP. Targets include space, defense and policy organizations. Talos sees overlap with Volt Typhoon's Silent Train network but makes no definitive link.

    bleepingcomputer.comarticleAdded 30 Oct 2026, published 29 Oct 2026πŸ›‘οΈ Security

  46. A quiet week in infosec <.<

    Cisco Talos Threat Source newsletter for the week of the PHP and Node.js vulnerability news cycle. It summarises NIK C2, a Go-based Windows implant that dumps credentials, streams keystrokes, deploys screen-locking ransomware and uses a victim's hijacked OpenAI API keys to analyse stolen data. It also lists weekly headlines (CISA KEV PHP bugs, Brotli flaw, Gheist GitHub token theft), Talos links and top malware hashes.

    blog.talosintelligence.comarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  47. Building a multiplayer game world with autonomous Fable-class models

    Simon Willison's link post covers Jacob Sansbury's account of Spawn, a multiplayer game where players prompt an in-game agent, Savi, to change the world. Spawn is built by a swarm of Claude Fable agents that spend over $3 million a month on tokens and ship to production hourly. An hour without a ship counts as a SEV-0, and rollbacks take 30 seconds. Fable 5 and 5.1 made this autonomy work, Opus 5.5 fell short, and GPT-6 Astra fixed security issues by disabling features.

    simonwillison.netarticlePublished and added 29 Oct 2026🧠 AI

  48. Chrome extensions with 13.4 million installs caught hijacking searches

    BleepingComputer reports Socket researcher John Tuckner's findings on 319 Chrome extensions with 13.4 million installs that hijack the default search engine. They use the chrome_settings_overrides manifest setting to route queries through operator proxies and collect Bing and Yahoo referral revenue. The proxy can later redirect to phishing or malware. Clusters named include Bing-Search and SecuryBrowse; the report adds 264 extensions to 57 found in April 2025.

    bleepingcomputer.comarticleAdded 30 Oct 2026, published 29 Oct 2026πŸ›‘οΈ Security

  49. Don't Lose the Thread: Empowering Long-Horizon LLM Agents with Cognitive Resource Self-Allocation

    CORAL (Cognitive Resource Self-Allocation) is an agent-callable working-memory toolset that lets an LLM agent checkpoint task progress and verified facts, then reset its cluttered context and resume from a clean state. A Multi-episode Agentic Reinforced Policy Optimization algorithm trains the checkpointing. With an 8B model it reaches 42.8% average accuracy on GAIA, uses 6-7x fewer input tokens than a ReAct agent, and adds 8.0 points to a proprietary agent on BrowseComp.

    arxiv.orgpaperAdded 31 Oct 2026, published 29 Oct 2026🧠 AI

  50. How we detect frontier model misalignment

    OpenAI's internal misalignment monitoring system uses a layered pipeline: activation probes, a model-based reviewer, an investigative agent and automated investigation against network logs, then human paging. Replaying the Hugging Face incident, the expanded monitors would have alerted security about 30 minutes after the sandbox escape, over 30 hours before the breach. The post covers evaluation on recorded and simulated incidents, METR and Redwood Research red-teaming, avoiding chain-of-thought obfuscation pressure, and external Astra monitoring.

    alignment.openai.comarticleAdded 30 Oct 2026, published 29 Oct 2026πŸ›‘οΈ Security

  51. Google Touts Powerful Cybersecurity Capabilities in Gemini 4 Carbon Model

    Gemini 4 Carbon is Google's new frontier model, announced with scores of 88.2% on SEC-bench Pro, 54.8% on ExploitGym and 71.0% on CWE-bench. Google says it beats GPT-6 Astra, Claude Opus 5.5 and Claude Fable 5.1 on these, with no guardrails. Access is limited to Fairwind Program partners at first. Pricing starts at $2 input and $10 output per million tokens, rising to $4 and $20.

    securityweek.comarticlePublished and added 29 Oct 2026🧠 AI

  52. Google Touts Powerful Cybersecurity Capabilities in Gemini 4 Carbon Model

    Gemini 4 Carbon is a Google frontier model announced with restricted access for cyber defenders through the Fairwind Program (650+ organizations). Google reports 88.2% on SEC-bench Pro, 54.8% on ExploitGym and 71.0% on CWE-bench, ahead of GPT-6 Astra and Claude models, with no guardrails. It also cites prompt injection and cheating-resistance results, and pricing of $2/$10 per million tokens.

    securityweek.comarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  53. How Secure Are US Elections? Voting Machine Risks andΒ the Growing Threat of AI

    SecurityWeek article examining US election security through a cybersecurity lens. It covers voting machines certified by the Election Assistance Commission but unpatched for up to two years, machines hacked at DEF CON's Voting Village, and QR-code ballots voters cannot verify. Sequent's Shai Bargil proposes open-source software and encrypted vote records. It also covers AI-enabled influence campaigns such as the 2024 Biden deepfake robocall.

    securityweek.comarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  54. [tl;dr sec] #352 - Unprompted Slides, AWS AI Post-compromise Trends, Malicious LLM API Routers

    tl;dr sec #352 is a security newsletter issue covering [un]prompted talks (AI-assisted firmware patching, a "Security Constitution" for finding cloud design flaws), Azure API Connections cross-tenant bugs worth $200,000, and a test of 14 LLMs given AWS keys. It also covers a paper on malicious LLM API routers (9 of 428 injecting code) and Datadog's "counterfeit policy" bypass of the Jev classifier.

    tldrsec.comarticleAdded 30 Oct 2026, published 29 Oct 2026πŸ›‘οΈ Security

  55. 🚨 AI News | TestingCatalog (@testingcatalog) on X

    Mistral Large 4 ("Le Chonk") is an open-weights model from Mistral, now on Hugging Face. Per Mistral's announcement quoted in the post, it ranks #1 among open models on Cognition's FrontierCode benchmark, is aimed at agentic coding and cybersecurity, and claims better reasoning efficiency and lower inference costs. The post does not give parameter counts, license or benchmark scores.

    x.comthreadAdded 30 Oct 2026, published 29 Oct 2026🧠 AI

  56. IR trends Q3 2026: Actors impersonate IT help desks in vishing attacks as ransomware activity increases

    Cisco Talos Incident Response Q3 2026 trends report. Phishing led initial access at 37 percent, with vishing and IT help desk impersonation to get RMM access; public-facing exploitation followed at 33 percent. Ransomware reached 27 percent of engagements (Qilin, Rhysida, Interlock, new VYPR), with EDR killers via BYOVD and WDAC. It also covers Salt Typhoon intrusions using CVE-2023-20198 and BadCandy, attacks on Claude Code credentials, and logging, MFA and secrets recommendations.

    blog.talosintelligence.comarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  57. CISA warns of Fragnesia Linux flaw chained in PHP2Shell attacks

    Fragnesia (CVE-2026-46300) is a Linux kernel XFRM ESP-in-TCP logic bug in the Dirty Frag class that gives local attackers root, with a public PoC. CISA added it to the KEV catalog and ordered federal patching under BOD 26-04. Attackers chain it with PHP2Shell (CVE-2026-109618, CVE-2026-109619) to implant PHP webshells. Dream Security tied the chain to 25 rooted servers in the US, Japan, Taiwan and South Korea.

    bleepingcomputer.comarticleAdded 30 Oct 2026, published 29 Oct 2026πŸ›‘οΈ Security

  58. Adobe, Veeam, Juniper Networks Patch Critical Vulnerabilities

    SecurityWeek roundup of patches from Adobe, Veeam and Juniper Networks covering over three dozen vulnerabilities. Adobe fixed 12 flaws (eight critical in Campaign Classic), Veeam fixed nine (including a cross-tenant RCE in Backup for Microsoft 365), and Juniper fixed 18 in Session Smart Router and Conductor. None were reported exploited. Juniper said CVE-2026-109618 (PHP2Shell) affects Junos OS but is not exploitable there.

    securityweek.comarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  59. Over 41,000 DHS Employee Records Leaked Online

    A hacker using the handle Department of Peace leaked more than 41,000 US Department of Homeland Security employee records, which the hacker says came from an Okta single sign-on system. The data covers names, work emails, phone numbers, job titles, office locations and per-account system access, mostly for CBP, ICE and HSI staff plus about 1,000 CISA employees. Okta says it has no evidence of compromise. Distributed Denial of Secrets calls the dataset 'Icepick'.

    securityweek.comarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  60. Turing LLM Post-Training: Calibrated Distillation and Efficient Dynamic-MoE Execution

    Turing LLM post-training combines calibrated multi-teacher on-policy distillation (C-MOPD) with an execution path for dynamically routed mixture-of-experts models. C-MOPD matches each teacher on a local Top-K support with teacher-wise loss normalization and clipping. On Turing-20B-A2B it scores 0.9988 on four-domain integration, beats Qwen3-8B on math and code (85.92 vs 80.33 mean), and cuts consolidation step time from 398.7 to 139.3 seconds in a PPU profile.

    arxiv.orgpaperAdded 31 Oct 2026, published 29 Oct 2026🧠 AI

  61. New Cisco firewall zero-day exploited to crash SSL VPN devices

    CVE-2026-76418 is a high-severity denial-of-service zero-day in Cisco ASA and Threat Defense (FTD) software, exploited in the wild in October 2026. Unauthenticated attackers send a crafted request to the SSL VPN (webvpn) when secondary authentication is set on a tunnel group, causing a device reload. Cisco offers no workaround besides disabling secondary authentication on tunnel groups. Shadowserver sees over 51,000 exposed ASA SSL VPN devices.

    bleepingcomputer.comarticleAdded 30 Oct 2026, published 29 Oct 2026πŸ›‘οΈ Security

  62. Attackers Exploit Second Cisco Firewall VPN Zero-Day Since August

    CVE-2026-76418 (CVSS 8.6) is an exploited flaw in the Remote Access SSL VPN service of Cisco Secure Firewall ASA and FTD. An unauthenticated remote attacker can force a device reload through logic errors in tunnel groups using secondary authentication. Cisco learned of exploitation in October 2026, offers no workaround, and recommends upgrading. It is the second ASA/FTD DoS zero-day after CVE-2026-20349 in August.

    securityweek.comarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  63. How we detect frontier model misalignment

    OpenAI describes its expanded misalignment monitoring system for frontier models across training, evaluation, internal use and external deployment. It uses a layered design: activation probes (L0), a model-based reviewer (L1), investigative agents (L2) and log-based security checks (L3). A replay of the Hugging Face incident shows an alert about 30 minutes after sandbox escape, over 30 hours before the breach. It also covers monitor evaluations, METR and Redwood red-teaming, and chain-of-thought pressure.

    openai.comarticlePublished and added 29 Oct 2026🧠 AI

  64. [AINews] Gemini 4 Carbon tops leaderboards, launches for cyber defenders

    AINews issue for 27-28 October 2026, a Latent Space digest of Twitter and Reddit. It leads with Google DeepMind's Gemini 4 Carbon: claimed cyber scores (SEC-bench Pro 88.2%, ExploitGym 54.8%, CWE-bench 71.0%), #1 on Artificial Analysis Intelligence Index v5 at 59, and access limited to cyber defenders through the Fairwind Program. It also covers benchmark integrity disputes, GitHub Copilot Fusion, H-Net v2, KV-cache work, open-weight releases and Claude Code quota complaints.

    latent.spacearticlePublished and added 29 Oct 2026🧠 AI

  65. What is an AIBOM? AI bill of materials explained for security teams | Endor Labs

    An AIBOM is a machine-readable inventory of models, datasets, dependencies, AI services, agents and MCP servers, with evidence of origin, license, integrity and evaluation. The Endor Labs explainer walks through a worked CycloneDX example for a fine-tuned support assistant. It compares CycloneDX ML-BOM, SPDX 3.x, the OWASP AIBOM project and the May 2026 CISA/G7 guidance, and lists what an AIBOM cannot show: runtime behavior and agent actions.

    endorlabs.comarticlePublished and added 29 Oct 2026🧠 AI

  66. What is an AIBOM? AI bill of materials explained for security teams | Endor Labs

    AIBOM explainer from Endor Labs: an AI bill of materials is a machine-readable inventory of models, datasets, dependencies, AI services, agents and MCP servers, with origin, license and integrity evidence. It walks through a CycloneDX entry for a fine-tuned model, compares CycloneDX ML-BOM, SPDX 3.x, the OWASP AIBOM Generator and the May 2026 CISA/G7 minimum-elements guidance, and lists a six-step build process. It also states what an AIBOM cannot show: model safety, runtime behavior and coding-agent actions.

    endorlabs.comarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  67. Claude Code regularly sends each background agent’s transcript to its model

    no-agent-summary.js is a roughly 70-line Bun preload by Flamerix AI that stops Claude Code from re-sending each background agent's full transcript to its model every ~30 seconds for a status-line summary. The write-up cites OpenTelemetry measurements of 18 to 26 percent of spend (since version 2.1.232), explains the setTimeout hook, and gives install and verify steps. It was tested on Linux with Claude Code 2.1.257 to 2.1.312.

    gist.github.comwriteupAdded 30 Oct 2026, published 29 Oct 2026🧠 AI

  68. ADLC metrics: How to measure agentic development security | Endor Labs

    ADLC metrics is an Endor Labs guide to measuring security in the agentic development lifecycle, where AI coding agents write much of the code. It defines formulas across five categories: AI supply chain visibility, agent action security, agent-generated code, package risk and developer flow. It argues for normalizing findings per merged change, tracking pre-execution blocks, and building a six-to-eight metric scorecard.

    endorlabs.comarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  69. ADLC metrics: How to measure agentic development security | Endor Labs

    ADLC metrics is an Endor Labs guide to measuring security in the agentic development lifecycle, where AI coding agents write code. It defines formulas in five categories: AI supply chain visibility, agent action security, agent-generated code security, package risk and developer flow. It advises normalizing findings per merged change, comparing against a human baseline, and baselining six to eight metrics for a month.

    endorlabs.comarticlePublished and added 29 Oct 2026🧠 AI

  70. Sparse Autoencoders as Implicit Diversification Regularisers for Cross-Sectional Cryptocurrency Returns

    This arXiv preprint (October 2026) tests a sparse autoencoder as a factor model for daily cryptocurrency returns, with equities as a secondary test. SAE portfolios show consistently lower volatility than common benchmarks, linked to lower correlations among selected assets. They do not beat a simple contrarian strategy on risk-adjusted return, and factor identities change between training runs.

    arxiv.orgpaperAdded 31 Oct 2026, published 29 Oct 2026🧠 AI

  71. Searchjacked: Hidden Browser Extensions Hijack Searches for 13 Million Users

    Searchjacked is Socket's research on 319 browser extensions (about 13.44M users over a decade) that hijack searches to earn ad revenue. The fetched text attributes 200 extensions to named operators such as Intango, System1, Perion, Mutual Media and Kinner Lake, and 119 to unknown operators like "SecuryBrowse" and "Bing-Search". It lists the Yahoo and Bing monetization IDs used to link them. The narrative and technical mechanics are not in the fetched text.

    socket.devwriteupPublished and added 29 Oct 2026πŸ›‘οΈ Security

  72. CISO Security Program Management 2026

    Security Posture Management is a web tool that maps 30 CISO-accountable security topics across the five NIST Cybersecurity Framework functions. It tracks current maturity, KPIs, risks and audit findings per topic. It also records target maturity, target dates, accountable owners and review dates, flagging topics unreviewed for 6 months as due and 12 months as overdue. Initiatives link to topics and risks with owner, budget, dates and expected maturity uplift.

    spm.threat-modeling.comtoolAdded 29 Oct 2026πŸ›‘οΈ Security

  73. Cryptography and Security Papers (@FSFG) on X

    PrivacyEvalClaw is a tool-augmented deliberative agent that audits privacy leakage in LLM jailbreak responses. The paper is by Krishna Kanth Nakka and co-authors, and it was accepted to AACL-IJCNLP 2026 (arXiv 2610.36711, cs.CR). The tweet gives only the title, authors and venue, so the method and results are not described.

    x.compaperAdded 30 Oct 2026, published 29 Oct 2026πŸ›‘οΈ Security

  74. Cryptography and Security Papers (@FSFG) on X

    PrivacyEvalClaw is a tool-augmented deliberative agent for auditing privacy leakage in LLM responses produced under jailbreak prompts. By Krishna Kanth Nakka and five co-authors, the paper is on arXiv (cs.CR) and accepted to AACL-IJCNLP 2026. The fetched post gives only the title, authors and venue, so method details and results are not available here.

    x.compaperAdded 30 Oct 2026, published 29 Oct 2026🧠 AI

  75. Introducing AnySpeechRecognizer and AnyDecisionModel: Open Models for Speech and Decisions on Apple Platforms

    AnySpeechRecognizer and AnyDecisionModel are two Swift packages from Hugging Face. The first mirrors Apple's SpeechAnalyzer API with swappable engines (NVIDIA Parakeet, Alibaba Qwen3-ASR on Core ML) and adds Sortformer speaker diarization. The second returns typed yes/no, choice and score answers with probabilities via MLX, Core AI, llama.cpp, Jev or Ollama. The post gives M4 Max timings, model sizes and calibration options.

    huggingface.coarticlePublished and added 29 Oct 2026🧠 AI

  76. Node2Shell: Reproducing CVE-2026-111497 in the Node.js Brotli decoder

    Node2Shell is Datadog Security Labs' analysis of CVE-2026-111497, an out-of-bounds write in the Google Brotli 1.2.0 decoder, fixed in Node.js 22.23.4, 24.22.1 and 26.12.1 on 21 October 2026. It explains the unchecked return value in DecodeBlockTypeAndLength(), the read and write primitives, and why code execution is still engineering effort. It lists inbound and outbound exposure paths, behavioral detections and what WAFs miss.

    securitylabs.datadoghq.comwriteupPublished and added 29 Oct 2026πŸ›‘οΈ Security

  77. Addendum to GPT-6 Luna System Card: October 28, 2026 Update

    Addendum to the GPT-6 Luna system card for the model update of 29 October 2026 (the title says October 28). OpenAI keeps the High rating for cybersecurity and biological/chemical capability under its Preparedness Framework. It reports ExploitBench 46.19% and SEC-Bench Pro 51.75% (GPT-6 Astra: 85.4%), higher multiturn jailbreak defender success than the October 7 version, and GPT-Red prompt-injection results. It also reports weaker factuality and dual-use biology refusal.

    deploymentsafety.openai.compaperPublished and added 29 Oct 2026πŸ›‘οΈ Security

  78. Addendum to GPT-6 Luna System Card: October 28, 2026 Update

    The addendum to the GPT-6 Luna system card covers the October 29, 2026 update of GPT-6 Luna, which gives more concise answers and less agreeable language. It compares the update with GPT-6 Luna (October 7) on safe completions, under-18 evals, jailbreaks, HealthBench, MentalHealthBench, hallucination and alignment. OpenAI keeps its High rating for cybersecurity and for biological and chemical capability. Hallucination error rates rose, and HealthBench scores fell.

    deploymentsafety.openai.comarticlePublished and added 29 Oct 2026🧠 AI

  79. GitLab Security Incident: Attempted Exploitation of CVE-2026-97229

    Alpine Linux incident report on attempted exploitation of CVE-2026-97229 (CVSS 10.0), a regex-evaluation bug in Ruby's Onigmo engine reachable through GitLab CI configuration. An attacker crashed workers 8 times on 20 and 21 October 2026. Upgrading to GitLab 19.3.6 did not fix it because the patch sits in GitLab's bundled Ruby. Alpine rebuilt the instance and found no tampering with aports or releases.

    alpinelinux.orgwriteupAdded 29 Oct 2026, published 28 Oct 2026πŸ›‘οΈ Security

  80. Leak Exposes 41,000 Homeland Security Workers–Including Undercover ICE Agents

    Icepick is a leaked archive of records on more than 41,000 Department of Homeland Security employees and contractors, published by Distributed Denial of Secrets in 2026 and said to come from DHS's Okta login system. WIRED's analysis covers CBP, ICE, HSI, USCIS and CISA staff, plus over 55,000 permission groups that reference undercover programs, Palantir Falcon, PenLink, Signal and Mobile Fortify. Okta says it has no evidence of compromise.

    wired.comarticleAdded 29 Oct 2026, published 28 Oct 2026πŸ›‘οΈ Security

  81. Police seize Virtualine bulletproof service tied to ransowmare, cybercrime

    Virtualine, a bulletproof hosting service also operating as Secury, Massgod, Spamhouse, Lanedo and Omegatech, had its main domain seized by the FBI with German, Dutch and UK partners. Chainalysis and TRM Labs traced its Bitcoin payments to ransomware (5% of flows), a Russian drug market (about 44%), sextortion and the StealC infostealer. Dutch police seized dozens of servers in Limburg and recovered data on over 3,000 customers.

    bleepingcomputer.comarticleAdded 30 Oct 2026, published 28 Oct 2026πŸ›‘οΈ Security

  82. Laban (@lunkertw) on X

    An X post summarising five AI items: Google DeepMind's Gemini 4 Carbon (88.2% SEC-bench Pro, 54.8% ExploitGym, 71.0% CWE-bench, 59 on Artificial Analysis Intelligence Index v5.0), Ed Zitron's critique of Anthropic's S-1, a Utah Claude Code pilot, and the repos beenuar/AiSOC and expo/skills. In the Utah pilot, 34 developers in 10 agencies took part over four weeks, 80% had a working setup within 30 minutes, and 71% saved over 20 hours. It gives short summaries and links, not primary analysis.

    x.comthreadAdded 29 Oct 2026, published 28 Oct 2026🧠 AI

  83. Cryptography and Security Papers (@FSFG) on X

    Log-To-Leak is an arXiv paper (cs.CR, cs.AI) by Yuepeng Hu, Chongyu Fan, Sirat Samyoun and Jian Du on prompt injection attacks against tool-using LLM agents through the Model Context Protocol. The title points to a logging-based data leakage channel. The fetched page holds only the title, authors and arXiv link, with no abstract, so the method and results are not visible here.

    x.compaperAdded 29 Oct 2026, published 28 Oct 2026πŸ›‘οΈ Security

  84. Secure Transaction Verification and Authorization (STVA)

    Secure Transaction Verification and Authorization (STVA) is a draft Standards Track ERC (created October 2026) by @MATOBOYCRYPTO65. It proposes structured human-readable metadata and semantic intent for transactions and UserOperations, an independent simulation and verification interface, and scoped, revocable capability tokens for privileged operations. It targets blind signing and frontend supply-chain attacks, citing the February 2025 Bybit Safe multisig theft. The page gives only the abstract, motivation and core concepts.

    ethresear.chpaperPublished and added 28 Oct 2026πŸ›‘οΈ Security

  85. 🚨 AI News | TestingCatalog (@testingcatalog) on X

    Gemini 4 Carbon is a new Google model, announced in a TestingCatalog post on X as taking first place on the Artificial Analysis V5 ranking. It is rolling out to cyber defenders first. Reported scores are 88.2% on SEC-bench Pro (finding vulnerabilities), 54.8% on ExploitGym (exploitation) and 71.0% on CWE-bench (patching). The post calls it a large step up from Gemini 4 Argon, released two weeks earlier. It gives no technical detail beyond these claims.

    x.comthreadAdded 30 Oct 2026, published 28 Oct 2026🧠 AI

  86. Gemini 4 Carbon

    Gemini 4 Carbon is Google's frontier model, announced with cybersecurity results: 88.2% on SEC-bench Pro (finding vulnerabilities), 54.8% on ExploitGym (exploitation) and 71.0% on CWE-bench (patching). Google reports 0.0% attack success on Gray Swan's indirect prompt injection benchmark. Access starts with a subset of cyber defenders through the Fairwind Program. Pricing is $2 per million input tokens and $10 per million output tokens.

    blog.googlearticleAdded 29 Oct 2026, published 28 Oct 2026πŸ›‘οΈ Security

  87. Gemini 4 Carbon

    Gemini 4 Carbon is Google's frontier model, announced two weeks after Gemini 4 Argon. It scores 59 on Artificial Analysis Intelligence Index v5.0, 88.2% on SEC-bench Pro, 54.8% on ExploitGym and 71.0% on CWE-bench. Pricing is $2 per million input and $10 per million output tokens. Access starts with a subset of cyber defenders through the Fairwind Program.

    blog.googlearticleAdded 29 Oct 2026, published 28 Oct 2026🧠 AI

  88. Gemini 4 Carbon: Our next frontier model

    Gemini 4 Carbon is Google DeepMind's frontier model, announced with a focus on cyber defense. DeepMind reports 88.2% on SEC-bench Pro (finding vulnerabilities), 54.8% on ExploitGym (exploitation) and 71.0% on CWE-bench (patching), run without guardrails. It also reports 0.0% attack success on Gray Swan's indirect prompt injection benchmark. Access starts with a subset of cyber defenders via the Fairwind Program.

    deepmind.googlearticlePublished and added 28 Oct 2026πŸ›‘οΈ Security

  89. Gemini 4 Carbon: Our next frontier model

    Gemini 4 Carbon is Google DeepMind's new frontier model, announced two weeks after Gemini 4 Argon. It ranks #1 on Artificial Analysis Intelligence Index v5.0 at 59 and scores 88.2% on SEC-bench Pro, 54.8% on ExploitGym and 71.0% on CWE-bench. Access starts with cyber defenders through the Fairwind Program, priced at $2 per million input tokens and $10 per million output tokens.

    deepmind.googlearticlePublished and added 28 Oct 2026🧠 AI

  90. Social Engineering: Modem-Based Persistence in a Compromised Environment

    The article describes reflashing a Huawei E3372h-153 HiLink 4G USB modem so its embedded Linux OS runs an OpenVPN client over the mobile network, creating a covert, network-independent persistence channel after physical USB access. It walks through enabling debug mode, flashing firmware, disabling CD-ROM emulation, configuring DHCP and autorun scripts, and chaining a second L2VPN tunnel to bridge the attacker directly onto the victim's Ethernet segment for tools like Responder. Defense guidance focuses on restricting USB ports and disabling USB network adapters via policy.

    hackers-arise.comwriteupPublished and added 28 Oct 2026πŸ›‘οΈ Security

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