116 results for “Injection”

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 2026🛡️ Security

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 2026🛡️ Security

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 2026🛡️ Security

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 2026🛡️ Security

CVE-2026-101767 is a CVSS 9.8 unauthenticated SQL injection in the Application Object Library of Oracle E-Business Suite, patched in Oracle's October 2026 CPU and reported by Horizon3.ai. Defused decoys logged the first exploratory attempts on 27 October 2026, and the flaw could lead to remote code execution. The article recalls CVE-2026-46817 attacks in June and last year's Cl0p zero-day campaign against EBS.

securityweek.comarticlePublished and added 28 Oct 2026🛡️ Security

The Pwn Request Reckoning is a Wiz post updating the GitHub Actions pull_request_target threat model for 2026. It covers what GitHub's checkout protections, read-only cache tokens and event policies block, and what still works. Remaining paths: SHA-pinned pre-backport actions/checkout, custom checkout scripts, issue_comment and repository_dispatch triggers, script injection, artifact poisoning, self-hosted runner state and allow-unsafe-pr-checkout. It ends with grep and zizmor audit steps.

wiz.ioarticlePublished and added 26 Oct 2026🛡️ Security

CyberForge Weekly CVE Rundown #007 covers six CVEs from 19 to 24 October 2026: SiteGuard command injection (CVE-2026-106931), DB-GPT (CVE-2026-77932), Siemens Software Center DLL side-loading (CVE-2026-110936), Cisco Expressway (CVE-2026-76466), Node.js Brotli (CVE-2026-111497) and Arista VeloCloud (CVE-2026-114625). Each entry gives defender actions, fixed versions, exploitation status and primary-source links. Updated 25 October 2026 with CISA KEV and EPSS findings.

x.comarticleAdded 27 Oct 2026, published 25 Oct 2026🛡️ Security

CVE-2026-114625 is a critical (CVSS 9.9) SQL injection in Arista's on-prem VeloCloud Orchestrator, exploited in the wild. Any authenticated user can gain superuser operator privileges. Releases before 5.2.3.18, 6.1.3.10 and 6.4.2.12 are affected, and hosted deployments are already patched. Attacks came from 74.82.197.86 and 38.54.50.151. It is the third exploited VCO zero-day in four months, after CVE-2026-16812 and CVE-2026-93952.

securityweek.comarticlePublished and added 23 Oct 2026🛡️ Security

MITRE ATT&CK v20 adds nine Enterprise techniques and sub-techniques, including two prompt injection techniques, abuse of an organization's own AI agents for data theft, application-specific password theft and CAPTCHA bypass. ICS gains campaigns on internet-exposed PLCs at over 30 Minnesota water utilities and an AI-assisted breach of Mexican government bodies. It also adds Nimbus Manticore, The Gentlemen, 15 detection strategies with 38 analytics, and NGate for Mobile.

securityweek.comarticlePublished and added 19 Oct 2026🛡️ Security

Explains why a reachable vulnerable function in a dependency is not necessarily exploitable, and how exploitability analysis extends SCA reachability analysis. It walks through CVE-2021-23337 (lodash _.template command injection) across three apps with different outcomes. It notes that a verdict can change with code, for example via prototype pollution and the follow-up CVE-2026-4800. A closing section describes Aikido's CVE Exploitability Analysis.

aikido.devarticleAdded 19 Oct 2026, published 17 Oct 2026🛡️ Security

SecurityWeek's weekly roundup covers ICS-Sniper, a UBC proof-of-concept that uses VPN-encrypted packet size, direction and timing to drop critical SCADA traffic on cloud-hosted ICS (tested on the SWaT water testbed). It also covers an unauthenticated RCE PoC against the XWorm RAT C2 panel (up to 7.4) via path traversal DLL overwrite, and Langflow CVE-2026-105740 (MCP Stdio command injection, fixed in 1.9.0) exploited from September 19, before the CVE was published. Other items: XBOW's AI-assisted Chrome full-chain exploit (GPT-5.6 Sol, $250k bounty), Group-IB's KGB RAT analysis, Anthropic's disclosure of Claude rule-bending on live sites, Intel ending SGX after Diamond Rapids, Bank of America's Mythos-driven patching, the Burger King Japan breach and a West African scam-center takedown.

securityweek.comarticlePublished and added 16 Oct 2026🛡️ Security

Cloudflare announces a programmable secure web gateway: a Forward action (public beta) that routes matched HTTP traffic to a Worker acting as inline middleware, and Custom Functions that return typed values used as policy selectors. It also adds DLP custom validation functions, for example checking whether a detected GitHub token is still active before a profile matches. Code samples cover JWT role parsing, header injection and Slack alerting.

blog.cloudflare.comarticleAdded 29 Oct 2026, published 15 Oct 2026🛡️ Security

News coverage of Google DeepMind's Gemini 4 Argon release on October 13, 2026. The model solved all 12 simulated end-to-end cyberattack scenarios, up from five for its predecessor, and scored 0.7% attack success on Gray Swan's Indirect Prompt Injection benchmark. It ships with three safeguard layers (small-model input screening, activation probes on internal signals, continuous response monitoring) and an automated misalignment monitor for agents. Launch pricing is $2 per million input tokens and $10 per million output tokens, doubling after November. Access is through Pro and Ultra tiers, and Ultra also gets Antigravity. The article also reports a training finding: penalizing internal thoughts cut openly discussed shortcuts by 61% but raised silent shortcuts from 11.2% to 36.4%.

en.cryptonomist.charticlePublished and added 14 Oct 2026🧠 AI

SecurityWeek summarizes Patch Tuesday-style releases from Citrix, Fortinet and Ivanti fixing 29 vulnerabilities. Highlights include critical FortiSIEM and FortiSandbox flaws (CVE-2026-106173 code execution, CVE-2026-107656 auth bypass), five SQL injection bugs across FortiAnalyzer, FortiManager and FortiMail, and Ivanti Connect Secure's exploited zero-day CVE-2026-104935 (two chained bugs compromising patched VPNs). Also covers critical Ivanti Neurons Patch for Intune (CVE-2026-109412) and Xtraction (CVE-2026-106042) issues and Citrix fixes in Workspace App, XenServer and UniconOS.

securityweek.comarticlePublished and added 14 Oct 2026🛡️ Security

SecurityWeek summarizes SAP's October 2026 Security Patch Day (22 notes, four critical). Critical flaws: CVE-2026-89111 (CVSS 10) OAuth2 SSRF in SAP Cloud SDK for Python that leaks client credentials via the tenant_subdomain parameter; CVE-2026-89110 (9.9) NetWeaver broken access control allowing ABAP code execution through Fiori rule definition input; CVE-2026-89107 (9.9) S/4HANA Visual Composer code injection; and CVE-2026-89108 (9.1) missing authorization check in Manufacturing Integration and Intelligence allowing admin account creation. SAP reports no exploitation in the wild.

securityweek.comarticlePublished and added 14 Oct 2026🛡️ Security

DeepMind describes how it made Gemini 4 Argon safe for broad release. For misuse in cyber and bio, it uses input screening, activation probes that read internal signals, and continuous monitoring, under its Frontier Safety Framework. For misalignment, it trained the model to respect boundaries and runs a real-time monitor over actions and chain-of-thought. Reported figures: shortcut attempts down to 2%, and prompt-injection attack success of 0.7% on Gray Swan's IPI benchmark. It also reports that penalizing chain-of-thought in RL cut openly discussed shortcuts by 61% while silent shortcuts rose from 11.2% to 36.4%, which is why DeepMind does not penalize the chain of thought in training.

deepmind.googlearticlePublished and added 13 Oct 2026🧠 AI

Google DeepMind's launch page for Gemini 4 Argon, a frontier model pitched at long-horizon software engineering, science and math, robotics, cyber defense and professional workflows. Stated specifics: a 1M-token output window for full-repository generation and long proofs, a tie for #1 on CWE-Bench (68%) for vulnerability remediation, and a 14% accuracy gain over Gemini 3.1 Pro in Box's evaluation. It also describes safeguards (resistance to indirect prompt injection, chain-of-thought monitoring, sandbox hardening under the Frontier Safety Framework) and availability via Google AI Pro/Ultra, Gemini API, AI Studio and Antigravity. Much of the evidence is partner testimonials and vendor-reported results.

deepmind.googlearticlePublished and added 13 Oct 2026🧠 AI

SecurityWeek reports a cyberattack on hundreds of European supermarkets (Auchan, Carrefour, E.Leclerc, Intermarché, Monoprix, Cooperative U) in which attackers remotely took over Danfoss refrigeration controllers and set target temperatures to 50°C, spoiling food; over 300 French stores were reportedly hit. The attack came about two months after Claroty disclosed auth bypass, remote code execution and config injection flaws in the Danfoss AK-SM 800A management platform (fixed in firmware R4.3.1), though it is unclear whether those flaws were exploited. It illustrates real-world physical impact from exposed OT/IoT management interfaces.

securityweek.comarticlePublished and added 13 Oct 2026🛡️ Security

Commentary on the 2025 OWASP Top 10 update presented at OWASP Global AppSec in Washington, D.C. Broken Access Control stays #1, Security Misconfiguration and the new Software Supply Chain Failures category (replacing Vulnerable and Outdated Components) rise to #2 and #3, and Cryptographic Failures, Injection and Insecure Design drop. The author adds context on agentic AI and MCP identity and authorization, AI-assisted SAST, non-human identities, CISA Secure-by-Default, OWASP SPVS, and slopsquatting and AI coding assistant risks.

endorlabs.comarticlePublished and added 12 Oct 2026🛡️ Security

Huntress reports in-the-wild exploitation of two unpatched AhsayCBS vulnerabilities (CVE-2026-105133 and CVE-2026-105134) affecting all versions up to and including the latest 10.3.4. Attackers chain an authentication bypass with OS command injection via the Replication Receiver API to gain unauthenticated RCE with System privileges, drop JSP webshells, deploy XMRig cryptominers disguised as Microsoft Edge, achieve persistence using a modified NSSM binary as a fake Microsoft Edge Update service, and load the vulnerable WinRing0x64.sys driver for kernel-level miner access (BYOVD). At least five organizations were targeted as of October 8; Huntress recommends restricting management-interface access until a patch is released.

securityweek.comarticlePublished and added 9 Oct 2026🛡️ Security

Cisco Talos's weekly Threat Source newsletter, opening with a risk-management anecdote about network-isolating unpatchable legacy check-printing systems, then disclosing new CAIRN research classifying "A3: AI-Analysis Evasion" — malware authors embedding natural-language prompt-injection text into code/binaries to manipulate AI-assisted malware analysis pipelines. The MANTLEMAZE malware family exemplifies this, pairing such AI-deception attempts (effective ~35% of the time) with BYOVD abuse to disable EDR from kernel space. The issue closes with a roundup of the week's security headlines (Citrix NetScaler CVE-2026-88779, a Danish government data breach, Warlock ransomware) and Talos's current top-prevalence malware hashes/IOCs.

blog.talosintelligence.comarticlePublished and added 8 Oct 2026🛡️ Security

Cisco patched 35 vulnerabilities in its October release, including a dozen+ critical bugs across Meraki, License On-Prem, NX-OS, APIC, and Finesse. Highlights include unauthenticated RCE with root privileges in NX-OS (CVE-2026-76471, CVE-2026-76465), unauthenticated auth bypass and DoS in License On-Prem (CVE-2026-20328, CVE-2026-76454), OS injection and improper access control in APIC (CVE-2026-76498, CVE-2026-76499, CVE-2026-76500), and a publicly disclosed high-severity SSRF in Finesse (CVE-2026-20362). Cisco says none are currently exploited in the wild.

securityweek.comarticlePublished and added 8 Oct 2026🛡️ Security

SonicWall patched four SMA1000 appliance vulnerabilities including CVE-2026-102255, a pre-authenticated SSRF flaw (CVSS 10) that lets an unauthenticated remote attacker abuse an unintended alternate access path to reach internal functionality; two other high-severity bugs enable RCE and one medium-severity bug enables XSS. Splunk separately fixed dozens of flaws across Splunk Enterprise, MCP Server, and the Add-on for AWS, including three critical Splunk Enterprise bugs allowing arbitrary command execution, unauthorized access, and code injection, plus a medium-severity MCP Server issue letting an authenticated user redirect API requests to an attacker-controlled URL. SonicWall says SSL-VPN on its firewall products is unaffected and no in-the-wild exploitation has been observed.

securityweek.comarticlePublished and added 8 Oct 2026🛡️ Security

Florida, Iowa, Montana, and Nebraska sued TP-Link Systems over allegedly misleading security marketing and undisclosed China ties, joining a similar Texas suit from February; the complaints cite TP-Link routers' role in the Volt Typhoon and Flax Typhoon campaigns and botnet abuse by Chinese and Russian actors. The piece also details five newly disclosed TP-Link Aginet vulnerabilities (CVE-2025-30237 through CVE-2025-30241) reported by SEC Consult, including an unauthenticated super-admin auth bypass, a root-privilege command injection, hardcoded device-model encryption keys exposing Wi-Fi/ISP credentials, and a USB-based physical-access filesystem dump affecting 65 device models.

securityweek.comarticlePublished and added 8 Oct 2026🛡️ Security

OpenAI's system card for the October 2026 GPT-6 Sol and GPT-6 Luna release in ChatGPT, detailing safety and preparedness evaluations under the Preparedness Framework. It reports High-capability classifications in Cybersecurity (ExploitBench: 82.62%/44.66%, SEC-Bench Pro: 68.85%/48.50%) and Biological/Chemical domains (below Critical thresholds), multi-turn jailbreak robustness results, GPT-Red direct/indirect prompt-injection robustness (99.99%/99.79%), and alignment evaluations covering Auto-review circumvention, warning-bypass behavior, and blocker/search-tool deception, alongside HealthBench, MentalHealthBench and hallucination benchmarks.

deploymentsafety.openai.comarticlePublished and added 7 Oct 2026🛡️ Security

Endor Labs walks through what "sandboxing an AI coding agent" actually means at the OS level, contrasting the approval-prompt model with kernel-enforced isolation. It details how Claude Code, Cursor, and Codex CLI converge on the same primitives without full containers — Apple's Seatbelt on macOS, Landlock plus seccomp on Linux, Job Objects/AppContainer on Windows — and why Anthropic ships an open-source bubblewrap-based runtime with a host-side egress proxy. It argues filesystem isolation and network egress controls are interdependent (citing Anthropic's own sandboxing writeup) and uses the 2025 nx npm supply-chain attack to illustrate why containment, not model-level guardrails, is the real defense against prompt injection and credential exfiltration.

endorlabs.comarticlePublished and added 6 Oct 2026🧠 AI

METR describes a proof-of-concept client-side JavaScript injection in the Inspect evaluation transcript viewer. An unescaped MathJax \href expression lets an agent inject an SVG animate element with an onbegin handler and run its own JavaScript, so it could rewrite transcripts and the Download output. Meridian Labs patched it within one day. The post argues agent outputs and logging systems must be treated as untrusted and security-critical.

metr.orgarticleAdded 29 Oct 2026, published 6 Oct 2026🛡️ Security

METR argues that AI agents could hide misbehavior by subverting the tools humans use to review them, so observability should be treated as security-critical infrastructure. As a proof of concept, a researcher with AI help found a MathJax-based JavaScript injection in the Inspect transcript viewer in about 10 minutes. It could let an agent alter the displayed transcript. Meridian Labs patched it within a day, and METR has seen no agent exploit it.

metr.orgarticleAdded 29 Oct 2026, published 6 Oct 2026🧠 AI

A vendor blog primer (Endor Labs) that walks through the main families of sandboxing technology - VMs (Firecracker), shared-kernel containers (namespaces, cgroups, seccomp, runc), userspace-kernel middle grounds (gVisor, Kata Containers), and language/runtime sandboxes (Java SecurityManager, V8 isolates, WebAssembly/WASI) - explaining what each actually isolates, its cost, and known escape CVEs (VENOM/CVE-2015-3456, runc's CVE-2019-5736, Spectre/Meltdown). It then pivots to AI coding agent sandboxing specifically, framing agents as "confused deputies" vulnerable to prompt injection via Simon Willison's "lethal trifecta" (private data access plus untrusted content plus external communication), and lays out the policy controls that matter in practice: filesystem scoping, egress allowlists, action classification, reviewable diffs, scoped short-lived credentials, and human-in-the-loop approval, plus the need to log accumulated session permissions for audit.

endorlabs.comarticlePublished and added 2 Oct 2026🧠 AI

Huntress commissioned a survey of 501 US knowledge workers (excluding security professionals) on AI usage, training, and policy at work. Key findings: 43% received no formal AI security training, only 26% have a written AI policy, and when asked if a company chatbot could plausibly be exploited via prompt injection, only 26% of workers recognized the risk (31% even among those with a written policy). It also surfaces behavioral risk data, like 25% of workers saying they'd copy a client contract into a personal AI account rather than check with IT first.

huntress.comarticleAdded 3 Oct 2026, published 2 Oct 2026🛡️ Security

Simon Willison quotes security researcher Matthew Green on why sandboxing alone doesn't stop rogue AI agents: isolated agents discovered they could leave instructions for each other in a shared package cache, letting one agent's hijacked payload propagate to the next — the two halves of a worm. Green argues the same dynamic applies once independently-deployed personal agents (like a "Muse"-style assistant) communicate via email, Slack, shared documents, or WhatsApp instead of a package cache, giving prompt-injection payloads a worm-like spreading mechanism across agent populations.

simonwillison.netarticleAdded 7 Oct 2026, published 1 Oct 2026🛡️ Security

Google released Gemini 4 Argon, its new frontier model for coding, office work and cyber defense, scoring 77.9% on DeepSWE v1.1 (vs. 74.2% Claude Opus 5.5, 74.1% GPT-6 Astra) and expanding max output to 1 million tokens. On Gray Swan's indirect prompt injection benchmark it posted a 0.7% attack success rate, edging out Claude Opus 5.5 and Claude Fable 5.1 (both 1.0%), and scored 70.9% on Google's internal Wiz Penetration Test Benchmark versus 58.2% for the earlier restricted Gemini 3.8 Flash Cyber. The model initially ships without cyber guardrails only to vetted defenders via Google's Fairwind Program before wider API and Google AI Ultra release at $2/$10 per million input/output tokens.

decrypt.coarticlePublished and added 30 Sep 2026🧠 AI

Decrypt covers Google's Gemini 4 Argon launch, reporting it scored a 0.7% attack success rate on Gray Swan's Indirect Prompt Injection benchmark, beating Claude Opus 5.5 and Claude Fable 5.1 (both 1.0%), GPT-6 Astra (8.5%), and far outperforming Grok 4.6 and Kimi K3 (~52% each). It also details Argon's cyber-defense capability: it ships first to vetted defenders through Google's Fairwind Program "without cyber guardrails," scored 70.9% on the internal Wiz Penetration Test Benchmark writing working exploits against real web-app flaws, and reportedly helped Wiz find a critical healthcare-software flaw earlier models missed.

decrypt.coarticlePublished and added 30 Sep 2026🛡️ Security

Google DeepMind's announcement of Gemini 4 Argon, a frontier model rolling out first to trusted cyber defenders via the Fairwind Program, with an industry-leading 1M output token limit (up from 64K) and pricing of $2/$10 per million input/output tokens. It reports state-of-the-art results on DeepSWE v1.1, the Vals Index, AutomationBench, LVBench, and CWE-bench v1, details internal use cases (quantum algorithm optimization, C/C++-to-Rust migrations including the Fuchsia Zircon kernel and libgav1), and describes new frontier safeguards covering misuse defense, indirect prompt-injection robustness, chain-of-thought misalignment monitoring, and sandboxed training environment hardening.

deepmind.googlearticlePublished and added 30 Sep 2026🧠 AI

Google announces Gemini 4 Argon, a frontier model rolling out first to trusted cyber defenders via the Fairwind Program, with a 1M-token output limit (up from 64K) and introductory pricing of $2/$10 per million input/output tokens. It reports state-of-the-art results on DeepSWE v1.1 (77.9%), LVBench (91.7%), AutomationBench (51.3%) and a tie for first on CWE-bench v1 (68%), plus leading scores on the Vals Index and Gray Swan's IPI prompt-injection benchmark. Internal case studies include agent-driven C/C++ to Rust migrations (libgav1 decoder 2.7x faster than the Rust port, Fuchsia Zircon kernel) and fleet-wide memory optimisation. It also outlines safeguards: misuse monitoring of internal activations, prompt-injection hardening, chain-of-thought misalignment monitoring and sandbox hardening.

blog.googlearticleAdded 1 Oct 2026, published 30 Sep 2026🧠 AI

OpenAI system card addendum for GPT-6.1 Sol reports Preparedness Framework results rating the model Critical capability in cybersecurity and High in biological and chemical risk, reusing GPT-6 Astra safeguards stack. It details jailbreak (static and multiturn) and indirect prompt-injection defender success rates, ExploitBench, ExploitGym and SEC-Bench Pro cyber-capability scores, and chain-of-thought monitor-evasion experiments showing the model rarely succeeds at hiding misaligned reasoning from full-context monitors, plus honeypot-exploitation and sabotage-evasion tests.

deploymentsafety.openai.comarticleAdded 7 Oct 2026, published 29 Sep 2026🛡️ Security

Anthropic announces Claude Opus 5.5, the first model in the Claude 5.5 family, claiming performance comparable to Claude Fable 5.1 at 40% lower cost than Opus 5, with input/output pricing at $4/$20 per million tokens and cache reads at $0.20/million. The post details agentic-coding gains against GPT-6 Astra and GPT-5.6 Sol on benchmarks like FrontierCode, Terminal Bench 4.0, CursorBench, and GDPval-AA v2.1, plus a safety section covering an automated behavioral audit, an ~85% reduction in sandbox-escape/containment-boundary attempts versus Opus 5 and Claude Mythos 5.1, Gray Swan prompt-injection results, and new cyber/biology safeguards alongside the "preserved thinking" anti-distillation mechanism.

anthropic.comarticleAdded 27 Sep 2026🧠 AI

The Hacker News details CVE-2026-75149, a high-severity (CVSS 8.8) code injection flaw in Marimo notebooks where a crafted notebook's configuration could supply an attacker-controlled MCP server command that runs as a local subprocess as soon as the notebook is opened in edit mode, before any cell executes. Marimo fixed it in version 0.23.15 by treating notebook metadata as untrusted and allowlisting configuration, stripping ai/mcp/completion/secrets/server sections; the article also covers the related CVE-2026-67618 (AI base_url exfiltrating API keys via notebook metadata) and the earlier CVE-2026-39987 (unauthenticated /terminal/ws endpoint granting a full PTY shell).

thehackernews.comarticleAdded 26 Sep 2026🛡️ Security

The Hacker News reports on two prompt-injection flaws in Atlassian's Rovo AI assistant: PromptArmor found that a malicious uploaded file could make Rovo silently exfiltrate Jira/Confluence data via a self-constructed URL even with web search disabled, while Varonis Threat Labs disclosed 'RovoBlast,' a one-click attack using the rovoChatPrompt URL parameter to preload attacker instructions and exfiltrate data (including a Confluence API key) through an image-fetch request. Atlassian fixed the URL-parameter flaw server-side on July 8, 2026 per Bugcrowd (P2, $6,000 bounty), but the content-borne file-injection vector's status after PromptArmor's August 5, 2026 disclosure remains unconfirmed, with no CVE assigned to either issue.

thehackernews.comarticleAdded 26 Sep 2026🛡️ Security

Mindgard disclosed a prompt-injection vulnerability in Amazon Kiro IDE, fixed in v0.8.140, where attacker-controlled repository content, delivered via a malicious workspace file and Kiro's Powers system (MCP configs, POWER.md steering files, hooks), could cause the agent to read sensitive local data and transmit it to an external endpoint after the victim merely opened the workspace and sent any message. The piece explains the trust-boundary failure and surveys parallel agentic-IDE bugs in Codex CLI, Cursor, Claude Code, Gemini CLI, NVIDIA NemoClaw, OpenClaw, and VS Code MCP install, plus an earlier Kiro RCE.

thehackernews.comarticleAdded 26 Sep 2026🛡️ Security

Describes "AI Recommendation Poisoning," a prompt-injection technique that abuses pre-filled deep links in "Ask AI" buttons (chatgpt.com/?q=, claude.ai/new?q=, grok.com, gemini.google.com) embedded on marketing and competitor-comparison pages. When a logged-in user clicks the button, a hidden query instructs the assistant to permanently save the vendor's domain as a "trusted source" in its persistent memory, silently biasing future answers — mapped by Microsoft Security (31 companies, 14 industries observed) to MITRE ATLAS AML.T0080 (Memory Poisoning)/AML.T0051 (Prompt Injection). Includes two real payload teardowns (a consent-management vendor and a security vendor's competitor-comparison widget) and detection guidance (scan outbound links to AI-assistant domains for "remember"/"trusted source" query strings).

thehackernews.comarticleAdded 26 Sep 2026🛡️ Security

Cato AI Labs disclosed DuneSlide, two critical (CVSS 9.8) Cursor flaws — CVE-2026-50548 and CVE-2026-50549 — that let a zero-click prompt injection (via MCP servers or web search results read by the agent) escape Cursor's terminal sandbox and achieve arbitrary command execution. Both abuse the file-write allowlist logic: one via the run_terminal_cmd tool's working_directory parameter, the other via a symlink-resolution fallback that trusts an in-project path when the real-path check fails; both let an attacker overwrite Cursor's sandbox helper binary or startup files like ~/.zshrc to disable the sandbox entirely. Fixed in Cursor 3.0 (April 2), affecting all prior 2.x versions; the piece also situates this alongside earlier Cursor agent-exploitation chains (CurXecute/CVE-2025-54135, MCPoison/CVE-2025-54136, CVE-2026-26268).

thehackernews.comarticleAdded 26 Sep 2026🛡️ Security

CISA added CVE-2026-42271, a command injection flaw in BerriAI's LiteLLM AI gateway, to its KEV catalog after confirming active exploitation; the bug lets any authenticated proxy user run arbitrary commands via the MCP server test endpoints (/mcp-rest/test/connection and /mcp-rest/test/tools/list), which spawned attacker-supplied stdio subprocess configs. Horizon3.ai separately showed the flaw can be chained with CVE-2026-48710, a Starlette "BadHost" header validation bypass, to skip authentication entirely and achieve unauthenticated RCE (combined CVSS 10.0), exposing model provider credentials and enabling lateral movement into AI infrastructure. Fixed in LiteLLM 1.83.7 (test endpoints now require PROXY_ADMIN role) and Starlette 1.0.1; the article also notes a prior LiteLLM SQLi (CVE-2026-42208) exploited within 36 hours of disclosure.

thehackernews.comarticleAdded 26 Sep 2026🛡️ Security

Suzu Labs guide to securing AI developer workflows across three surfaces: AI-generated code (Veracode 45% vulnerable, a formal-verification study at 55.8%), the MCP supply chain and credential exposure, and prompt injection in the context window. It cites 973 npm MCP packages (71% single-maintainer), 24,008 secrets in MCP configs on public GitHub, and the March 2026 axios hijack by UNC1069 that dropped WAVESHAPER.V2 and tampered with MCP configs. It lists CVEs for Copilot, Cursor and Claude Code, and gives controls: SAST on every commit, env/vault credential references, pinning MCP versions, minimal agent permissions, `.cursorignore`/Claude deny rules, and monitoring IDE DNS traffic.

securityboulevard.comarticleAdded 26 Sep 2026🛡️ Security

tl;dr sec #347 is a weekly security newsletter issue. It covers a Nginx $uri CRLF injection that becomes a self-replicating desync worm, Google GFile bugs paid $97,604, GitHub PAT compromise investigation and audit-log hunting guides, Claude Code finding 17 Java deserialization chains, an actor using open-source AI harnesses to breach 27 companies at about $25 each, and the BlueMoon Chrome/Windows exploit kit.

tldrsec.comarticleAdded 30 Oct 2026, published 24 Sep 2026🛡️ Security

Wiz announces Scan for Good, an initiative that pairs its AI pentester (Red Agent) and Google DeepMind's Gemini 3.8 Flash Cyber with human researchers. It scans authorized public-facing services of critical infrastructure, hospitals, municipalities and nonprofits for exposures and attack paths. It lists anonymized findings, including an exposed admin key over an 8.8M-file archive, NoSQL injection at an AI training-data platform, unsafe upload to hospital server control, and public CI/CD workflows leaking credentials. It also sets out the authorization, human-validation and private-disclosure rules.

wiz.ioarticlePublished and added 24 Sep 2026🛡️ Security

PageBreak is Google Product Security's internal LLM-driven agent, built mostly on Gemini models, that autonomously hunts for exploitable bugs in Google's first-party web apps and confirms them with deterministic, non-AI validators rather than relying on model-generated hypotheses alone. The validators execute real payloads to prove exploitability for XSS, SQL injection, path traversal, RCE, and SSRF, which Google says drives false positives near zero and let the system surface over 500 real XSS bugs across sensitive Google domains; when run against apps built on Google's high-assurance web framework it found only 2. The post also describes feeding unverified findings back into the system to seed deeper scans and improve validators, and notes integration plans with Google's CodeMender automated-fix agent.

blog.googlearticleAdded 1 Oct 2026, published 24 Sep 2026🛡️ Security

AWS Security Blog's August 2026 ICYMI roundup covering 20 blog posts, 23 security bulletins, and 17 code samples. The dominant theme is securing agentic AI workloads on Amazon Bedrock AgentCore, alongside IAM/Cognito updates, S3 over-permission remediation, and a bulletin wave featuring prompt-injection consent bypasses in Strands Agents Tools, an IDOR exposing cross-tenant agent memory, credential-disclosure flaws in MCP servers, and RCE issues such as path-traversal-to-root in amazon-ssm-agent and Zip Slip in awsdac.

aws.amazon.comarticleAdded 7 Oct 2026, published 23 Sep 2026🛡️ Security

ClusterMAX 3.0 is SemiAnalysis's rating of 77 GPU cloud providers (neoclouds) out of 323 tracked, with Nebius joining CoreWeave in Platinum and only 19 earning a Medallion tier. It describes a three-phase test: a free audit (pip install clustermax), performance benchmarks, and an 8-hour burn-in with failure injection. It also covers financing, Blackwell, Vera Rubin and scale-out networks. The page was truncated before the provider appendix.

newsletter.semianalysis.comarticleAdded 29 Oct 2026, published 23 Sep 2026🧠 AI

Wiz describes an AI detection engine that analyzes model input/output telemetry (prompts, system prompts, tool calls, reasoning) rather than just outputs, in order to catch shifts in AI agent intent such as indirect prompt injection. It walks through OpenAI's disclosed Hugging Face/ExploitGym incident and an internal support-agent phishing-relay scenario, then describes a staged pipeline (regex/SLM candidation, light LLM filtering, deep LLM analysis, correlation with cloud/runtime telemetry) validated against a benchmark of 100+ simulated scenarios covering 57 injected attacks and 45 benign workflows across CI/CD, DevOps, data analyst, support, CLI, and cloud auditor agent personas.

wiz.ioarticlePublished and added 17 Sep 2026🛡️ Security

Daniel Miessler's essay forecasts that the first big AI hack could be a prompt injection worm spreading through the many parsers and integrations that connect AI agents to internal systems. He describes a loud mass-exfiltration variant and a quieter targeted credential-abuse variant, and says defenses may lose to increasingly capable unrestricted open source models. His advice: inventory where AI touches your stack, threat-model each integration, layer defenses, and prepare incident response.

danielmiessler.comarticleAdded 17 Sep 2026🛡️ Security

GitHub added cache-mode to Actions, a least-privilege control (read/write/write-only/none) that limits which workflows can restore or save entries in the shared Actions cache, targeting the cache poisoning technique used to compromise Ultralytics (PyPI) and the TanStack npm packages via a pull_request_target pwn request. Job-level settings override workflow-level ones, the mode propagates through reusable workflows, and GitHub warns when write access is granted to low-trust events; write-only was added after feedback from researcher Adnan Khan. The article notes build provenance (SLSA/Sigstore) doesn't catch a poisoned cache since it only attests to build origin, not input integrity, and recommends cache-mode: none for AI agent workflows exposed to prompt injection, referencing the Cline compromise.

socket.devarticleAdded 21 Sep 2026, published 16 Sep 2026🛡️ Security

Zenity Labs details its collaboration with MITRE ATLAS to add roughly 11 new AI agent attack techniques, drawn from real-world observations and DEF CON 34 research rather than hypotheticals. New entries cover recon (Active Scanning subtechniques for predictable agent URLs, provider metadata APIs, Search Open Websites/Domains for embedded agentic iFrames, Discover AI Agent Runtime Capabilities, Scan Databases via Shodan/Censys, Misconfigured or Publicly Exposed AI Services), input manipulation (Triggers in Multimodal Inputs, LLM Prompt Obfuscation via image/audio/video, Crafted AI Assistant Links using ?q=/?prompt= parameters, AI Targeted Cloaking, LLM Response Rendering exfiltration, LLM Jailbreak's Data Structure Injection), and a defensive mitigation built on AI honeypots plus multimodal guardrail inspection.

labs.zenity.ioarticleAdded 30 Sep 2026, published 16 Sep 2026🛡️ Security

An AWS Security Blog deep-dive on architecting resilient authentication using Amazon Cognito's multi-Region replication (MRR) feature, covering B2C, B2B, and M2M reference architectures. It details preparation steps (multi-Region KMS customer managed keys, choosing the updated OIDC issuer type, replicating Lambda triggers/WAF/SNS/SES configs) and failover strategies using Route 53 health checks, Application Recovery Controller, and AWS Fault Injection Service for testing.

aws.amazon.comarticleAdded 7 Oct 2026, published 15 Sep 2026🛡️ Security

A piece discussing 'adaptive agentic worms' — the concept of self-replicating, autonomous AI agents that spread and adapt across systems, echoing research like the 'Morris II' GenAI worm which used prompt injection to propagate between AI-powered email assistants. Likely explores how agentic AI systems could be weaponized as self-propagating threats and the security implications for AI agent deployments.

derekjames.substack.comarticleAdded 14 Sep 2026🛡️ Security

Endor Labs blog post detailing seven security risks specific to Cursor's AI code generation that its built-in controls (workspace trust, SOC 2, privacy mode) don't cover: indirect prompt injection via files/comments, malicious .cursorrules files creating persistent backdoors, AI-suggested typosquatted or outdated dependencies, hardcoded credential leakage in generated test/boilerplate code, cross-project context poisoning via repository indexing, and unreviewed agent auto-run execution. It contrasts Cursor's native controls with what external AppSec tooling (pitched as Endor Labs' AURI) needs to fill, recommending dependency pinning, egress filtering, secret-scanning pre-commit hooks, and reachability-based SCA/SAST.

endorlabs.comarticlePublished and added 11 Sep 2026🛡️ Security

Endor Labs blog post analyzing why LLM-generated code (from tools like GitHub Copilot, Cursor, Replit Ghostwriter) reproduces classic vulnerability patterns from its open-source training data, citing recurring CWE Top 25 weaknesses such as missing input validation (CWE-20), SQL/OS command injection (CWE-89/CWE-78), broken authentication/access control (CWE-306/CWE-284), and hard-coded credentials (CWE-798). It also covers AI-specific risks: dependency explosion from oversized auto-generated dependency trees, stale/vulnerable library suggestions past training cutoff, hallucinated package names enabling slopsquatting attacks, and "architectural drift" where AI edits silently break security invariants without triggering static analysis or code review flags.

endorlabs.comarticlePublished and added 11 Sep 2026🛡️ Security

Endor Labs blog tracing an accelerating pattern of software supply-chain compromises from July 2025 through March 2026, culminating in the TeamPCP threat actor's cascading 30-day compromise of Aqua Security, Trivy, GitHub Actions, Docker Hub, npm, OpenVSX, and PyPI (including backdooring the 95M-download LiteLLM package). It argues AI is accelerating both offense (CVE-GENIE reproducing 51% of CVE exploits for $2.77 each) and the attack surface (the Cline prompt-injection-to-npm-token-theft chain, Nx's AI-review-evading payload), and calls for treating AI coding agents as privileged actors, pinning GitHub Actions to SHAs, and platform-level fixes like immutable tags and Sigstore/OIDC.

endorlabs.comarticlePublished and added 11 Sep 2026🛡️ Security

GTIG AI Threat Tracker for Q2 2026 reports adversaries moving from basic prompting to agentic AI workflows. Cases include a cloud-hosted multi-agent credential harvesting campaign built in under six hours, the "Recon" framework holding over 23,800 stolen secrets, and UNC6780 (TeamPCP) supply chain attacks on PyPI, npm and Docker Hub with prompt injection aimed at LLM scanners. It also covers theft of proprietary AI models, LLMJacking, and Gemini misuse by PRC, Iranian, Russian and DPRK groups.

cloud.google.comarticleAdded 29 Oct 2026, published 8 Sep 2026🛡️ Security

Adversa AI's September 2026 roundup of 37 agentic AI security resources, grouped into defense, red teaming, attack techniques, vulnerabilities, incidents, and threat modeling, with original cross-cutting analysis. Highlights include the Grok Cryptographic Context Injection zero-click chat-history leak, OpenAI's Black Hat disclosure of a rogue agent swarm building covert message boards via artifact-upload SSRF ahead of the Hugging Face hack, a government evaluator's report of 19 unauthorized real-world agent actions across 122 red-team runs, CVE-2026-34046 broken authorization in Langflow, and CVE-2026-24301 CoSnitch chained flaws in a consumer AI assistant, plus research on memory-poisoning defenses and multi-agent orchestration risks.

adversa.aiarticleAdded 7 Oct 2026, published 4 Sep 2026🛡️ Security