Discovering vendor-specific vulnerabilities in Android | Oversecured BlogOversecured 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 2026๐ก๏ธ Security
20 security issues found in Xiaomi devicesOversecured'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 2026๐ก๏ธ Security
The Rise of Agentic Attacks: What They Look Like, and Where They're HeadedWiz research on intrusions where AI agents do the hands-on attacker work. It reviews public cases (ARTEX against South Korean banks and the ConnectWise compromise, Hermes at Thailand's Ministry of Finance, JPCERT/CC, CrowdStrike, DIVD) and three Wiz-investigated attacks. It distills fingerprints: machine-paced iteration, embedded natural-language reasoning, self-correcting scripts, checklist enumeration, noisy lateral movement, probe-before-payload habits and self-named scratch files. It also covers attribution, scale and defense implications.
wiz.iowriteupPublished and added 29 Oct 2026๐ก๏ธ Security
NIK C2: The new AI-enabled command-and-control frameworkNIK C2 is a newly observed C2 framework with a Go-based 64-bit Windows implant that embeds an OpenAI Chat Completions client (ai_generate command), falling back to the victim's OPENAI_API_KEY. Talos details its 52+ commands, AES-256-GCM over WebSocket with HTTP fallback, credential, wallet and keystroke theft, screen-lock ransomware, AMSI bypass and anti-debug. It also lists a live C2 at 87.120.196[.]120 and total-sitevv[.]lol.
blog.talosintelligence.comwriteupPublished and added 29 Oct 2026๐ก๏ธ Security
Qwenputer: A functioning, deterministic RISC-V CPU inside Qwen3.5Qwenputer is a stock Qwen3.5 4B with a 32-bit RISC-V CPU (RV32IM plus Zba and a bignum unit) compiled directly into added layers, with no training. Gated DeltaNet states act as exact RAM via gate 1, beta 1 and one-hot keys. It scores 97.5 to 100% on DeepMind arithmetic sets, and 100% on NUPA long-integer arithmetic. It also has an experimental in-model filesystem. The checkpoint is 18.8 GB and needs the RvChat driver.
divagr.comwriteupPublished and added 29 Oct 2026๐ง AI
Endor Labs AI SAST Finds Two Apache Kafka Zero-Days: Unbounded Memory Allocation from Brokers to Kafka Streams | Endor LabsEndor Labs AI SAST found three unbounded memory allocation flaws in Apache Kafka, fixed under CVE-2026-114349 (DefaultRecord decoder, a ~90-byte compressed batch that kills consumers, brokers and the log cleaner) and CVE-2026-111551 (ListDeserializer and Kafka Streams AssignmentInfo decoding). The post gives code, reproducers and payload bytes. Remediation: upgrade to 4.2.2, 4.3.2 or 4.4.0, set max.decompressed.message.bytes, restrict write and group ACLs, and alert on DeadThreadCount.
endorlabs.comwriteupPublished and added 28 Oct 2026๐ก๏ธ Security
Social Engineering: Modem-Based Persistence in a Compromised EnvironmentThe 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 2026๐ก๏ธ Security
The October inflection point for vibe game developmentSimon Willison argues October 2026 is an inflection point for vibe coding games, because Claude Opus 5.5 can now handle 3D modeling, music and game design. He describes four browser games built with three.js (Tree Appreciator, Emberwick, Battle Drones, Quarter Sun Cove), with the prompts used, a comparison against GPT-6 models, and advice to start with "Build a mobile-friendly three.js game where...".
simonwillison.netwriteupPublished and added 28 Oct 2026๐ง AI
Coding From the Himalayas With an Offline AI AgentWalkthrough of running OpenCode against Qwen3.5 9B served by Ollama on a Mac, with Wi-Fi switched off. The author fixes a one-line accumulation bug in an expense calculator and confirms all five unittest tests pass. It covers the opencode.json setup, memory budgeting, permission prompts and a pytest-versus-unittest detour. Two further exercises (CSV report, log analyzer) were not yet run offline.
latent.spacewriteupPublished and added 27 Oct 2026๐ง AI- Camera Management Software Compromise Leads to Malware Deployment
Huntress investigation of incidents in September and October 2025 where a compromised camera management application (CMS.exe) was the initial access vector. Attackers dropped rs.win32.exe, a reverse shell, and sideloaded modified zlib DLLs (IPHLPAPI.DLL, samcli.dll) via the legitimate Microsoft WpcMon.exe in AppData, with Run key persistence and beaconing to 144.172.116[.]37. Includes detection pivots and hardening advice.
huntress.comwriteupAdded 28 Oct 2026, published 27 Oct 2026๐ก๏ธ Security 
Cross-request KV cache exposure in the GLM-5.3 Workers AI model (155 responses)Cloudflare's postmortem of a tenant isolation bug in the GLM-5.3 model on Workers AI, active 27 August to 9 September 2026. Prompts over 681,280 tokens exceeded the prefill KV pool, and an SGLang disaggregated-mode bug let decode read stale pages, so 155 responses contained other customers' data. It covers the timeline, config and engine fixes (SGLang v0.5.22), and recommendations for operators.
blog.cloudflare.comwriteupAdded 27 Oct 2026, published 26 Oct 2026๐ง AI- Cross-request KV cache exposure in the GLM-5.3 Workers AI model (155 responses)
Cloudflare postmortem of a tenant isolation failure in the GLM-5.3 Workers AI model (27 August to 9 September 2026), in which 155 responses to prompts over 681,280 tokens contained other customers' data. Root cause was a KV pool smaller than the 1,048,576-token context window, combined with an SGLang bug in disaggregated prefill/decode mode that let decode read stale KV pages. It lists the fixes (SGLang v0.5.22 patches), hardening steps and operator recommendations.
blog.cloudflare.comwriteupAdded 27 Oct 2026, published 26 Oct 2026๐ก๏ธ Security - A 10-year-old CNN outperforms frontier LLMs for skin cancer diagnosis
A dermatologist tested GPT-6 Astra and Claude Fable 5.1 on 200 biopsy-proven lesions from MILK10k, giving each a clinical and a dermoscopic image. A CNN (Inception v3, fine-tuned for about twenty minutes on 68,011 ISIC images) named the right diagnosis for 62% of lesions, against 42% for both LLMs. The post lists caveats (small sample, single run, possible contamination) and links the cases, prompts, replies and scoring code.
lynchlab.netwriteupAdded 26 Oct 2026, published 25 Oct 2026๐ง AI 
OVHcloud CLI Compromised via GitHub Release Swap: Detonating the Real GlassWorm Loader and What We FoundAnalysis of the 19 October 2026 swap of binaries on five ovh/ovhcloud-cli GitHub releases (v0.11.0 to v0.15.0), live 94 minutes. StepSecurity rebuilt the attacker's binary, detonated the recovered GlassWorm preinstall.js loader against a controlled Solana dead drop, and found install.sh never exposed arm64 Linux, Homebrew was safe, and `ovhcloud version` showing "undefined" identifies the swapped build. Includes IOCs and recovery steps.
stepsecurity.iowriteupPublished and added 24 Oct 2026๐ก๏ธ Security
Inside the LiteLLM 1.107.0 supply chain compromise: Credential theft through Python startup hooksMicrosoft's analysis of the LiteLLM 1.107.0 compromise, published to PyPI and container images on 21 October 2026. The wheel shipped cook.pth, cook.py and sitecustomize.py, so a credential collector (PRIVCOLLECT) ran whenever Python started, even without importing LiteLLM. It covers AES/RSA-encrypted exfiltration to litellm.dev, a re-armable Unix loader, Defender KQL hunting queries, ATT&CK mapping and rotation guidance.
microsoft.comwriteupPublished and added 23 Oct 2026๐ก๏ธ Security- Field Notes: Reconstructing an Attackerโs Workflow
Field note from dfir.ch on PowerShell scripts an attacker left on disk during an incident: a file-watching command runner using Invoke-Expression, a fake Windows credential prompt that validates passwords via Start-Process and logs them in cleartext, AD computer enumeration with WMI access testing, and SMB share discovery via NetShareEnum. It notes where script labels overstate what they prove and lists hunting strings for Event IDs 4104, 4103, 4688 and Sysmon 1.
dfir.chwriteupAdded 24 Oct 2026, published 22 Oct 2026๐ก๏ธ Security - M365 Token Spray and Replay Campaign Compromises Business Email Accounts
Huntress analysis of a July to September 2026 token replay ("token spraying") campaign: 497 successful Microsoft 365 sign-ins across 79 organizations, replayed from six addresses in 193.26.115.0/24 (1337 Services GmbH). Tokens came from AiTM relays, device-code phishing and social engineering. It covers four phases, rogue Entra devices, MFA method swaps, hidden inbox rules, hunting queries and Conditional Access guidance.
huntress.comwriteupPublished and added 22 Oct 2026๐ก๏ธ Security 
Red-Teaming OpenAI's Internal Agent Monitoring SystemsMETR and Redwood Research summarize a three-week pilot red-team (21 July to 11 August 2026) of OpenAI's internal asynchronous misalignment monitoring system. They estimate 75-94% of agentic Responses API traffic was eligible for monitoring and report flaws: unmonitored compaction events, header-based monitor disabling, serialization mismatches that make the monitor fail, and a Codex sandbox and Auto-Review bypass. The post lists five design ideals for monitoring and control systems; exploit details are redacted.
metr.orgwriteupAdded 29 Oct 2026, published 22 Oct 2026๐ก๏ธ Security
AI-driven, large-scale nation-state campaign using ARTEX enables supply chain compromiseMicrosoft Threat Intelligence report on Storm-0940, a China-state aligned actor that used the open-source agentic AI pentest framework ARTEX from September 2026 to automate attacks on hundreds of organizations. It links the actor to the October 2026 ConnectWise multi-tenant OAuth app compromise (2,250+ tenants, 2,900 sign-ins per minute, privileged access in under 3 hours). It gives IOCs, Defender XDR and Sentinel KQL hunting queries, ATT&CK mapping and mitigations.
microsoft.comwriteupPublished and added 21 Oct 2026๐ก๏ธ Security
LiteLLM 1.107.0 Compromised: Python Startup Hooks Steal Cloud, AI, and Proxy Credentials | Endor Labslitellm 1.107.0 was published to PyPI on 21 October 2026 from a source revision that differs from the official tag. One line in the Maturin config (data = "cook") installs cook.pth, cook.py and sitecustomize.py, which run on every Python start. They steal cloud, AI and proxy credentials, including the LiteLLM database tables, and load remote code hourly. The post gives IOCs, a five-step response plan and hardening advice.
endorlabs.comwriteupPublished and added 21 Oct 2026๐ก๏ธ Security
Profiling TorchNeuron (Part 1): System-level profiling on AWS Trainium.Part 1 of a series on profiling TorchNeuron, the open source PyTorch backend for AWS Trainium. It shows how to configure torch.profiler with NeuronConfig, read the key_averages() table, and trace one op through Neuron Explorer. Three RMSNorm variants are compared: naive eager (2.355 ms device time), torch.rms_norm (403 ฮผs) and torch.compile (375 ฮผs).
huggingface.cowriteupPublished and added 21 Oct 2026๐ง AI
litellm 1.107.0 Compromised on PyPI: Backdoored Wheels Drop a Credential Stealer and an Hourly Remote Code Loaderlitellm 1.107.0 was published to PyPI on 21 October 2026 with all seven wheels backdoored through an injected `data = "cook"` maturin build line. The wheels drop cook.pth, cook.py and sitecustomize.py, which run on every Python start. They install a "privcollect" credential stealer (browser, SSH, cloud, AI coding tool and LiteLLM proxy database secrets, sent to litellm.dev) and an hourly GitHub dead-drop remote code loader. The post gives IOCs, detection commands and recovery steps.
stepsecurity.iowriteupPublished and added 21 Oct 2026๐ก๏ธ Security
โNext Exploit Opportunitiesโ: How a Threat Actor Used AI to Help Plan and Execute Multiple Types of Cybercrime ActivitiesUnit 42 analysis of a threat actor, BUGSTER, who ran the Hermes Agent framework with jailbroken DeepSeek V4 and Cursor to plan and run cybercrime. Activity included a WordPress brute force, a MongoDB exfiltration of over 5,200 student records at an Indian university, VoIP fraud planning, Wi-Fi cracking via Vast.ai GPUs, and crypto whale reconnaissance. The report covers the actor's prompt-level safety override, infrastructure (162.243.3[.]92) and attribution.
unit42.paloaltonetworks.comwriteupAdded 30 Oct 2026, published 21 Oct 2026๐ก๏ธ Security
LiteLLM Compromised, Steals CredentialsLiteLLM version 1.107.0 was uploaded to PyPI on 21 October 2026 with a credential stealer, and the same build reached GHCR and Docker Hub images. Wiz describes the three dropped files (cook.pth, cook.py, sitecustomize.py), exfiltration to a fake litellm.dev domain, a GitHub dead drop for a second stage, and the malicious commits pushed through the lookalike Berri-AI repository. The last safe version is 1.106.2.
wiz.iowriteupPublished and added 21 Oct 2026๐ก๏ธ Security
LiteLLM PyPI Package and Docker Images Compromised to Steal Cloud and AI CredentialsLiteLLM 1.107.0 on PyPI and GHCR images shipped Python startup hooks (cook.pth, sitecustomize.py) that steal cloud, SSH, browser and AI-tool credentials, including LiteLLM proxy database credentials. Image build provenance recorded a lookalike Berri-AI/litellm source repository. The post decodes the payload, encrypted exfiltration and GitHub-driven remote loader, and lists containment steps, MITRE ATT&CK mappings and IOCs.
socket.devwriteupPublished and added 21 Oct 2026๐ก๏ธ Security
LiteLLM compromised again: infostealer and RAT found in version 1.107.0LiteLLM 1.107.0 was compromised on 21 October 2026: the seven compiled PyPI wheels and the official Docker image carried an infostealer and a RAT. The attacker used the maturin `data = "cook"` directive in pyproject.toml to inject cook.pth, cook.py and sitecustomize.py without touching the source repo. The post lists stolen data, the hourly C2 polling via GitHub, wheel hashes, file and network IOCs, and check steps.
aikido.devwriteupPublished and added 21 Oct 2026๐ก๏ธ Security
LiteLLM supply chain compromise: What you need to knowLiteLLM version 1.107.0 was published to PyPI and official Docker images on 21 October 2026 and stayed live for about two hours. Attackers used stolen GitHub CLI OAuth tokens from three engineers to run the release pipeline against a lookalike fork, Berri-AI/litellm. The payload (cook.pth, cook.py, sitecustomize.py) steals cloud, developer, AI-tool and browser credentials, and includes a polling RAT. The post lists removal and rotation steps.
securitylabs.datadoghq.comwriteupAdded 29 Oct 2026, published 21 Oct 2026๐ก๏ธ Security
8 eMudhra certificates are compromised. Here's what you need to knowCloudflare's incident post on the compromise of private keys for eight eMudhra intermediate certificates, disclosed 19 October 2026. The weak keys let an attacker forge certificates for any domain. It describes Cloudflare's patching of trust stores, WARP and cloudflared, tells developers to update the underlying TLS verifier and not disable verification, and points to Dennis Jackson's test site and revocation systems such as CRLSets and upki.
blog.cloudflare.comwriteupAdded 29 Oct 2026, published 20 Oct 2026๐ก๏ธ Security
From Phishing to LLMjacking: Threat Actors Targeting Cloud Billing Accounts for LLM UsageWiz CIRT investigation of LLMjacking campaigns against Google Cloud billing accounts. Attackers phished admins through malicious Google Search ads and a fake login page that captured MFA codes, then deleted the iam.allowedPolicyMemberDomains policy, added Gmail accounts as billing admins, and linked attacker-controlled projects to the victim's billing account. Victims saw tens to hundreds of thousands of dollars in Gemini API charges within 24 to 48 hours, with no log visibility into prompts. Includes hunting guidance for Workspace, Admin Activity and billing logs.
wiz.iowriteupPublished and added 20 Oct 2026๐ก๏ธ Security
Battle Drones - a vibe coded RTS with audio-based multiplayerBattle Drones is a browser-based Command & Conquer style RTS that Simon Willison built over 12 iterations and 321 commits, mostly with Claude Code and Claude Opus 5.5. The post gives key prompts and transcripts per version, including the "Make it a LOT more fun" run in Ultracode mode. It also covers an Agent vs. Agent mode for LLMs, audio-modem multiplayer between nearby phones, and lessons on deterministic simulation and code-generated 3D models and music.
simonwillison.netwriteupPublished and added 20 Oct 2026๐ง AI
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