clusterfuzz v2.37.1

ClusterFuzz ClusterFuzz is a scalable fuzzing infrastructure that finds security and stability issues in software. Google uses ClusterFuzz to fuzz all Google products and as the fuzzing backend for OSS-Fuzz. ClusterFuzz provides many features which help seamlessly integrate fuzzing into a softwar...

EUVD-2026-60050

In the Linux kernel, the following vulnerability has been resolved: netfilter: nftpayload: fix mask build for partial field offload nftpayloadoffloadmask builds the offload match mask for a payload expression that covers only part of a header field. For a partial IPv6 address match fieldlen = 16,...

PT-2026-73208

Name of the Vulnerable Software and Affected Versions Linux kernel affected versions not specified Description An issue exists in the nft payload offload mask function within the netfilter module. When building an offload match mask for a payload expression covering only part of a header field,...

VICBench: A Multi-Language Benchmark for Code Vulnerability Detection

Evaluating security vulnerability detection tools requires benchmark datasets with vulnerability-inducing commits VICs - the commits that first introduce vulnerabilities into codebases. VICs are essential for determining the full range of vulnerable software versions. Existing vulnerability...

Security Tests As Executable Specifications for LLM Code Generation: Benefits, Trade-Offs, and Coverage Limits

Large language models LLMs can generate functionally useful code that remains vulnerable, while security-focused interventions may break intended behavior. We investigate security tests as executable specifications both before generation and during iterative repair. We develop SecTDD, a controlle...

npq v3.24.0

NPQ Documentation This directory contains comprehensive documentation for the NPQ Node Package Quality security auditing tool. Core Documentation optional-features.md Configuration and usage of optional security features, including recent improvements and bug fixes. age.marshall.md Detailed...

Diversity Matters: Distributional Feature Coverage Sample Selection for Data-Efficient Backdoor Attacks

Backdoor attacks compromise training data so that a model retains clean accuracy but predicts an attacker-chosen target on triggered inputs. At very low poisoning rates, only a few samples convey the trigger--target association, making poison-sample selection critical. Existing methods typically...

deadair v0.5.1

Open-source SIEM detection health. Find enabled detections that are blind because their telemetry is missing, stale, late, or schema-incompatible. Runs locally · Read-only · No agent · No telemetry upload Read the technical write-up · Featured in Detection Engineering Weekly Real scan of a...

[SECURITY] Fedora 43 Update: perl-Devel-Cover-1.51-4.fc43

This module provides code coverage metrics for Perl. Code coverage metrics describe how thoroughly tests exercise code. By using Devel::Cover you can discover areas of code not exercised by your tests and determine which tests to create to increase coverage. Code coverage can be considered as an...

macnoise v0.3.0

MacNoise MacNoise generates real macOS telemetry: network connections, file writes, process spawns, plist mutations, TCC probes, and more. Point it at a machine running your EDR, SIEM, or firewall stack and see what actually fires - not what the vendor datasheet claims will fire. For background o...

From Documentation to Zero-Day Vulnerabilities: LLM-Driven Fuzzing of JavaScript Engines in PDF Readers

Existing fuzzers for PDF readers rely on simple test cases that involve only individual API calls, leading to limited coverage and potentially missing vulnerabilities that require sequences of API calls. To address these limitations, we propose PDFuzzer, a novel PDF engine fuzzer that automatical...

K000162796: Linux Kernel vulnerability CVE-2026-63825

Security Advisory Description In the Linux kernel, the following vulnerability has been resolved: gcov: use atomic counter updates to fix concurrent access crashes GCC's GCOV instrumentation can merge global branch counters with loop induction variables as an optimization. In inflatefast, the inn...

[SECURITY] Fedora 44 Update: perl-Devel-Cover-1.52-4.fc44

This module provides code coverage metrics for Perl. Code coverage metrics describe how thoroughly tests exercise code. By using Devel::Cover you can discover areas of code not exercised by your tests and determine which tests to create to increase coverage. Code coverage can be considered as an...

clusterfuzz v2.35.6

ClusterFuzz ClusterFuzz is a scalable fuzzing infrastructure that finds security and stability issues in software. Google uses ClusterFuzz to fuzz all Google products and as the fuzzing backend for OSS-Fuzz. ClusterFuzz provides many features which help seamlessly integrate fuzzing into a softwar...

Post-Hoc Trajectory-Risk Certification for Modular LLM-Based Security Agents

Autonomous security agents operate as staged pipelines, such as classifying network traffic and then attributing attacks to a specific technique. Split conformal prediction gives each stage finite-sample coverage, but deployment requires a trajectory-level guarantee across the full chain. These...

nuclei-templates v10.4.7

Nuclei Templates Community curated list of templates for the nuclei engine to find security vulnerabilities in applications. Documentation • Contributions • Discussion • Community • FAQs • Join Discord Templates are the core of the nuclei scanner which powers the actual scanning engine. This...

Why Formal Monitors Fail: Attack Distribution Entropy As a Coverage Bound for LTL-Based LLM Agent Safety

Runtime safety monitors based on Linear Temporal Logic LTL and finite automata FSA are increasingly deployed to intercept unsafe tool-call sequences in LLM agents. Yet the same monitor achieves 68-75% attack coverage on some model architectures and near-zero on others, with no explanation from...

USN-8620-2: Linux kernel (Azure FIPS) vulnerabilities

Maxim Suhanov discovered that the NTFS file system implementation in the Linux kernel did not properly validate file name length in certain situations, leading to an out-of-bounds read. An attacker could use this to construct a malicious NTFS image that, when mounted and operated on, could expose...

distributed-system-testing — Updated!

Distributed Systems Testing Skills Two skills for AI coding agents that design and run claim-driven tests for distributed and stateful systems. Together they produce a structured Markdown test plan and a findings report with 10-state verdicts and an explicit SUT / harness / checker / environment...

Qualys Expands Serverless Security with Vulnerability Scanning for AWS Lambda

Key Takeaways Qualys now delivers automated AWS Lambda vulnerability scanning , extending serverless security beyond posture checks CSPM into workload-level risk visibility. CSPM alone only catches misconfigurations excessive permissions, exposure, logging, encryption — it can't detect vulnerable...