The Emergence of Autonomous Penetration Capabilities in Large Language Model-Powered AI Systems

Nowadays, the autonomous execution of cyberattacks capable of causing substantial real-world harm is widely regarded as one of the critical red lines that frontier AI systems must not cross. Within this broader red-line scenario, autonomous penetration represents a core enabling capability and...

GHSA-2MXR-P26X-MJ73 @hulumi/baseline: AccountFoundation audit-delivery S3 bucket could be silently weakened

Affected: @hulumi/baseline 1.4.0 — Fixed in: 1.4.0 — Severity: High — CWE-1059 Insufficient Technical Documentation / Behavioral Inconsistency Summary The S3 bucket that AccountFoundation creates to receive CloudTrail and AWS Config audit logs is meant to be tamper-resistant — if someone with...

@hulumi/baseline: AccountFoundation audit-delivery S3 bucket could be silently weakened

Affected: @hulumi/baseline 1.4.0 — Fixed in: 1.4.0 — Severity: High — CWE-1059 Insufficient Technical Documentation / Behavioral Inconsistency Summary The S3 bucket that AccountFoundation creates to receive CloudTrail and AWS Config audit logs is meant to be tamper-resistant — if someone with...

PT-2026-48477

Name of the Vulnerable Software and Affected Versions @hulumi/baseline versions prior to 1.4.0 Description Issues in the AccountFoundation component allow the S3 bucket used for CloudTrail and AWS Config audit logs to be modified or deleted, compromising the forensic trail. This occurs through...

AI Phishing Is Crushing SOCs with Alert Volume: How to Reduce Tier 1 Overload

Phishing has always been a numbers game. AI has turned it into a volume machine. Attackers can now create convincing emails, fake login pages, and tailored lures in minutes. Every polished message adds another case for Tier 1 to review, another link to inspect, and another alert that cannot be...

CVE-2026-38703

A command injection vulnerability exists in the ZeroTier VPN feature of InHand Networks IR302 firmware V3.5.108, IR305 firmware V1.0.118, IR315 firmware V1.0.118, IR615 firmware V1.0.118, and earlier versions. Attackers can exploit this vulnerability to obtain ROOT privileges on remote target...

CVE-2026-38703

A command injection vulnerability exists in the ZeroTier VPN feature of InHand Networks IR302 firmware V3.5.108, IR305 firmware V1.0.118, IR315 firmware V1.0.118, IR615 firmware V1.0.118, and earlier versions. Attackers can exploit this vulnerability to obtain ROOT privileges on remote target...

CVE-2026-38703

A command injection vulnerability exists in the ZeroTier VPN feature of InHand Networks IR302 firmware V3.5.108, IR305 firmware V1.0.118, IR315 firmware V1.0.118, IR615 firmware V1.0.118, and earlier versions. Attackers can exploit this vulnerability to obtain ROOT privileges on remote target...

On the Security of Research Artifacts

Research artifacts are widely shared to support reproducibility, and artifact evaluation AE has become common at many leading conferences. However, AE mainly checks whether artifacts work as claimed and can be reproduced. It largely overlooks potential security risks. Since these artifacts are...

Root-Cause-Driven Automated Vulnerability Repair

Recent LLM-based systems have made automated vulnerability repair increasingly practical, but two challenges remain. First, without strong signals about where a bug originates, repair agents drift toward shallow edits that silence the observed failure while leaving the underlying defect unresolve...

hunter-max-oss

hunter-max A bug-bounty research framework. Two pieces: 1...

Roblox clamps down on chats and age checks as legal pressure builds

Roblox has long faced criticism over child safety on its platform. Now it has started settling with state attorneys over the issue, and the total is climbing fast. On April 21, Alabama Attorney General Steve Marshall announced a $12.2 million settlement with the child-focused online gaming...

MCP Pitfall Lab: Exposing Developer Pitfalls in MCP Tool Server Security under Multi-Vector Attacks

Model Context Protocol MCP is increasingly adopted for tool-integrated LLM agents, but its multi-layer design and third-party server ecosystem expand risks across tool metadata, untrusted outputs, cross-tool flows, multimodal inputs, and supply-chain vectors. Existing MCP benchmarks largely measu...

[SECURITY] Fedora 44 Update: kf6-sonnet-6.25.0-1.fc44

KDE Frameworks 6 Tier 1 solution for spell checking...

[SECURITY] Fedora 44 Update: kf6-kparts-6.25.0-1.fc44

KDE Frameworks 6 Tier 3 solution for KParts...

[SECURITY] Fedora 44 Update: kf6-kjobwidgets-6.25.0-1.fc44

KDE Frameworks 6 Tier 2 addon for KJobs...

[SECURITY] Fedora 44 Update: kf6-knotifyconfig-6.25.0-1.fc44

KDE Frameworks 6 Tier 3 module for KNotify configuration...

[SECURITY] Fedora 44 Update: kf6-kiconthemes-6.25.0-1.fc44

KDE Frameworks 6 Tier 3 integration module with icon themes...

[SECURITY] Fedora 44 Update: kf6-kglobalaccel-6.25.0-1.fc44

KDE Frameworks 6 Tier 3 integration module for global shortcuts...

ChatGPT, Is This Real? the Influence of Generative AI on Writing Style in Top-Tier Cybersecurity Papers

With the release of ChatGPT in 2022, generative AI has significantly lowered the cost of polishing and rewriting text. Due to its widespread usage, conference organizers instated specific requirements researchers need to adhere to when using GenAI. When asked to rewrite text, GenAI can introduce...