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频道帖子
🤖 LiteLLM Supply Chain Attack: 2,500+ Companies Exposed in the Largest AI Supply Chain Breach of 2026
CloudSEK's research on the LiteLLM supply chain attack, the largest AI supply chain breach of 2026, names the organizations potentially exposed: 2,500+ companies and 434,000 CI/CD pipelines worldwide.
https://www.cloudsek.com/blog/ai-supply-chain-breach-2500-companies-434000-cicd-pipelines
#AI
| 2 |  🤖 Putting models to the secure coding test: Plan vs default mode
Datadog tested Claude Sonnet 5, Composer 2.5, and GPT 5.5 in plan vs. default mode for secure code generation. No meaningful correlation between plan mode and improved security was found; explicit prompt-level security constraints had greater impact than mode selection.
https://securitylabs.datadoghq.com/articles/putting-models-to-the-secure-coding-test-plan-vs-default-mode
#AI | 175 |
| 3 |  🔶 Threat hunt AI: How we built an AI security analyst on AWS for under $500/month
Grow Therapy built a Claude-powered threat hunting system on ECS Fargate and Lambda, querying Snowflake and Datadog logs across 15 sources. A five-phase AI pipeline (data gathering, baseline comparison, enrichment, confidence scoring, adversarial validation) reduces false positives. Total cost: under $500/month.
https://engineering.growtherapy.com/post/threat-hunt-ai-how-we-built-an-ai-security-analyst-on-aws-for-under-500-month
#aws | 195 |
| 4 |  ⚠️ Going depthfirst: Achieving GitLab RCE via Two Ruby Memory. Corruption Vulnerabilities
Researchers chained two memory-safety flaws in Oj, into remote code execution in a Puma worker. The path begins with an attacker-controlled Jupyter notebook and crosses GitLab, ipynbdiff, CRuby, and jemalloc before reaching function-pointer control.
https://depthfirst.com/research/going-depthfirst-achieving-gitlab-rce-via-two-ruby-memory-corruption-vulnerabilities
#AI | 254 |
| 5 |  🤖 Building an Advanced Agentic Harness
How to build a production-grade agentic harness using typed Pydantic tools, a DAG planner with parallel asyncio execution, tiered memory, Planner/Worker/Critic role separation, multi-dimensional budgeting with graceful degradation, and structured tracing for observability.
https://data4sci.com/blog/building-an-advanced-agentic-harness
#AI | 267 |
| 6 |  🔶 A few notes on AWS Nitro Enclaves: KMS integration
This third installment in Trail of Bits' Nitro Enclaves series catalogs passive and active attack classes against enclave-KMS communication, covering CMK substitution, data key swapping, replay attacks, policy misconfigurations, key commitment gaps, and operational risks.
https://blog.trailofbits.com/2026/08/05/a-few-notes-on-aws-nitro-enclaves-kms-integration
#aws | 250 |
| 7 |  🔶 How AWS IAM role manager rethinks the starting point for IAM roles
AWS IAM role manager automates IAM role creation within supported service consoles, eliminating manual role setup. Using managed role templates and a new AcquireRole API, it provisions and attaches least-privilege roles automatically. Roles remain fully customer-controlled and refinable via IAM Access Analyzer.
https://aws.amazon.com/ru/blogs/security/how-aws-iam-role-manager-rethinks-the-starting-point-for-iam-roles
#aws | 252 |
| 8 |  🤖 Orchestrating AI Code Review at scale
Cloudflare built a CI-native AI code review system using OpenCode, orchestrating up to 7 specialised agents (security, performance, code quality, etc.) per merge request.
https://blog.cloudflare.com/ai-code-review
#AI | 251 |
| 9 |  🔶 HIPAA Security Rule on AWS
AWS released a whitepaper guiding covered entities and business associates on implementing HIPAA Security Rule Technical Safeguards on AWS, covering access control, audit, MFA, encryption, and 2025 NPRM proposed changes, with shared responsibility mapping and ePHI architecture guidance.
https://aws.amazon.com/ru/blogs/security/hipaa-security-rule-on-aws-technical-safeguards-implementation-and-readiness-guidance
#aws | 331 |
| 10 |  🔴 Cloud CISO Perspectives: Why AI Threat Defense is the new boardroom baseline
Google Cloud CISO Chris Betz argues that AI-native threat defense is now a board-level requirement. Boards should govern five areas: business enablement, remediation cycle speed, platform consolidation, contextual vulnerability prioritization, and AI safety policy to enable secure, AI-driven business agility.
https://cloud.google.com/blog/products/identity-security/cloud-ciso-perspectives-why-ai-threat-defense-is-the-new-boardroom-baseline
#gcp | 317 |
| 11 |  👩💻 CosmosEscape: Taking Over Every Azure Cosmos DB
Wiz Research found CosmosEscape, a critical vulnerability in Azure Cosmos DB's Gremlin API enabling sandbox escape via .NET reflection. Attackers could obtain a platform-wide Cosmos Master Key granting full read/write access to any customer database and enumeration of all accounts.
https://www.wiz.io/blog/cosmosescape-taking-over-every-database-in-azure-cosmos-db
#azure | 300 |
| 12 |  🤖 Before the first prompt: Code execution paths in trusted coding-agent projects
Trusted coding-agent projects can execute repository-controlled code before the first user prompt via MCP server configs or PATH hijacking in .claude/settings.json. Developers should treat project trust like running an arbitrary setup script.
https://securitylabs.datadoghq.com/articles/coding-agent-project-trust-code-execution-before-first-prompt
#AI | 320 |
| 13 |  🔶 Investigating Persistence Mechanisms in AWS
Rapid7 Labs details four AWS persistence techniques used by attackers: rogue IAM user creation, backdoored assume role policies granting external account access, malicious Lambda functions provisioning privileged users, and federated user sessions that survive key rotation. Includes LEQL detection queries and remediation steps.
https://www.rapid7.com/blog/post/dr-investigating-aws-persistence-mechanisms
#aws | 318 |
| 14 |  +1🤖 AI Worming through Word
A coordinated disclosure with MSRC demonstrating a document-borne AI worm in Microsoft Copilot for Word: hidden XPIA prompts in source documents cause Copilot to alter generated content and self-propagate the malicious instructions into downstream documents.
https://enklypesalt.com/posts/context-collapse-part3-ai-worming-through-word
#AI | 396 |
| 15 |  🤖 A Security Analysis of Amazon S3 Vectors and Its Use in LLM Retrieval Pipelines
An analysis of the security model of Amazon S3 Vectors and of the considerations that arise when it is used as the retrieval layer for LLM applications: access control scope, input validation, metadata integrity, and audit coverage.
https://www.offensai.com/blog/amazon-s3-vectors-security-llm-rag-poisoning
#AI | 345 |
| 16 | 🤖 Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident
A companion technical writeup to HunggingFace's incident disclosure from last week. This post walks through how the intrusion actually worked: the two initial-access vectors, how the agent pivoted and moved laterally, representative examples of the commands that were run and how they investigated with GLM 5.2.
https://huggingface.co/blog/agent-intrusion-technical-timeline
#AI | 1 |
| 17 |  🤖 Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident
A companion technical writeup to HunggingFace's incident disclosure from last week. This post walks through how the intrusion actually worked: the two initial-access vectors, how the agent pivoted and moved laterally, representative examples of the commands that were run and how they investigated with GLM 5.2.
https://huggingface.co/blog/agent-intrusion-technical-timeline
#AI | 341 |
| 18 |  +1🤖 Least privilege for AI agents: Identity, access, and tool binding
AI agents acting as autonomous multi-system actors require dedicated managed identities, least-privilege task-scoped RBAC, explicit tool allowlists, JIT time-limited entitlements, downstream re-authorization per call, and end-to-end audit logs capturing identity, role, scope, and correlation IDs.
https://www.microsoft.com/en-us/security/blog/2026/07/16/least-privilege-for-ai-agents-identity-access-and-tool-binding
#AI | 350 |
| 19 |  🤖 Inside the OpenClaw Ecosystem: What Happens When AI Agents Get Credentials to Everything
Permiso researchers deployed an AI agent (Rufio) into the OpenClaw ecosystem and found active malware campaigns in its unvetted skill marketplace (ClawHub), credential-harvesting skills with 377+ downloads, C2 infrastructure, and prompt injection attacks targeting agents holding plaintext credentials to email, Slack, and file systems.
https://permiso.io/blog/inside-the-openclaw-ecosystem-ai-agents-with-privileged-credentials
#AI | 331 |
| 20 |  🤖 New Study Identifies 53 Slopsquatting Targets Across 5 Frontier LLMs
A study of ~200,000 LLM responses found 5 frontier models (Claude, GPT, Gemini, DeepSeek) hallucinate nonexistent package names at 4.62-6.10%, with 53 shared fictitious names on PyPI/npm still registrable and exploitable via slopsquatting attacks.
https://socket.dev/blog/slopsquatting-targets-across-frontier-llms
#AI | 362 |
