SoK: A Large-Scale Empirical Study of Emulation-Based Dynamic Analysis Research for ARM Cortex-M Firmware (Extended Version)

Microcontroller MCU-based devices are increasingly pervasive, making efficient, scalable firmware security analysis critical. Recent firmware re-hosting work enables automated vulnerability assessment, yet two gaps remain. First, existing tools are evaluated on limited, heavily overlapping...

AI-powered fuzzing with the GitHub Security Lab Taskflow Agent

If you 're new to fuzzing and want to learn the fundamentals first, check out our Fuzzing 101 course at gh.io/fuzzing101. Continuous fuzzing is not a magic solution that solves all your problems . Even projects that have been enrolled in OSS-Fuzz for years can still hide critical bugs, and the...

GHSA-JPF4-98QJ-QR67 Nuclei: Arbitrary Command Execution via DAST Code Signature Bypass

A vulnerability in Nuclei's DAST template loading path allows unsigned code: protocol templates to execute, bypassing the cryptographic signature requirement that is meant to prevent arbitrary command execution from untrusted templates. Affected Component The issue is in the template loader's DAS...

Nuclei: Arbitrary Command Execution via DAST Code Signature Bypass

A vulnerability in Nuclei's DAST template loading path allows unsigned code: protocol templates to execute, bypassing the cryptographic signature requirement that is meant to prevent arbitrary command execution from untrusted templates. Affected Component The issue is in the template loader's DAS...

SoK: You Find What You Seek: Rethinking Oracles, Guidance, and Input Generation in Hardware Fuzzing

Hardware fuzzing is an active area in security verification research, yet its industrial adoption remains in its early stages. This SoK examines which lessons from software fuzzing carry over to hardware and where unique approaches are needed. By analyzing 52 fuzzers across RTL/IP, CPU, NoC, and...

clusterfuzz v2.40.2

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...

Burpnake

-- BurpNake Autonomous AI-Driven Penetration Testing &...

suricata suricata-8.0.7

Suricata Introduction Suricata is a network IDS, IPS and NSM engine developed by the OISF and the Suricata community. Resources Home Page Bug Tracker User Guide Dev Guide Installation Guide User Support Forum Contributing We're happily taking patches and other contributions. Please see our...

AIJon: Automated Generation of Annotations for Fuzzing

Modern fuzzers use code coverage as feedback to guide their exploration which has proven to be an effective strategy for driving exploration. However, this strategy overlooks inputs that may be interesting to the target program even without uncovering new code paths. Fortunately, prior research h...

SaadStrike

💀 SaadStrike ███████╗ █████╗ █████╗ ██████╗ ███████...

Astra Linux – Vulnerability in Firefox

Mozilla developers Gabriele Svelto, Randell Jesup, and the Mozilla Fuzzing Team reported memory safety bugs in Firefox 99. Some of these bugs exhibited signs of memory corruption, and we assume that with sufficient effort, some of these bugs could have been exploited to execute arbitrary code. Th...

Astra Linux – Vulnerability in Thunderbird

Members of the Mozilla Fuzzing Team reported memory safety bugs in Firefox 103, Firefox ESR 102.1, and Firefox ESR 91.12. Some of these bugs exhibited signs of memory corruption, and we assume that with sufficient effort, some of these bugs could have been exploited to execute arbitrary code. Thi...

Linux Distros Unpatched Vulnerability : CVE-2026-89496

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - ocfs2: always run deallocs on copy-on-write completion Local fuzzing of 6.12.94 has found the following memory leak caused by doing 'copyfilerange' within the...

ffuf v2.3.0

ffuf - Fuzz Faster U Fool A fast web fuzzer written in Go. Installation Example usage Content discovery Vhost discovery Parameter fuzzing POST data fuzzing Using external mutator Configuration files Help Interactive mode Installation Download a prebuilt binary from releases page, unpack and run! ...

CVE-2026-89496: Undefined Security Weakness

In the Linux kernel, the following vulnerability has been resolved: ocfs2: always run deallocs on copy-on-write completion Local fuzzing of 6.12.94 has found the following memory leak caused by doing 'copyfilerange' within the same filesystem: unreferenced object 0xffff88812192c980 size 32: comm...

Linux Distros Unpatched Vulnerability : CVE-2026-46352

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - Suricata is a network Intrusion Detection System, Intrusion Prevention System and Network Security Monitoring engine. Starting in version 8.0.0 and prior to...

linux-kernel-atlas

linux-kernel-atlas Living map of Linux kernel security rese...

exploitcraft

exploitcraft Exploit development framework - vuln-binary buil...

CVE-2026-53933

Maravel , a PHP dependency-injection framework, is vulnerable to side-channel information disclosure via dynamic route fuzzing in versions prior to 10.73.1 . When routes are compiled with dynamic placeholders (e.g., /api/v1/users/{id}), the raw placeholder key is mistakenly registered into the fl...

libaom:av1_enc_fuzzer: Heap-buffer-overflow in av1_calc_mb_wiener_var_row

Detailed Report: https://oss-fuzz.com/testcase?key=6316915665207296 Project: libaom Fuzzing Engine: honggfuzz Fuzz Target: av1encfuzzer Job Type: honggfuzzasanlibaom Platform Id: linux Crash Type: Heap-buffer-overflow WRITE 2 Crash Address: 0x7802327e028a Crash State: av1calcmbwienervarrow...