#1Fuzz testing, mutation-based, generation-based, and coverage-guided fuzzing tools.
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A benchmark for LLM-driven bug discovery: 77 challenges across 43 open-source projects (C/C++/Java).

1day research effort

Proof-of-concept exploit for SonicWall SonicOS stack-based buffer overflows (CVE-2022-22274, CVE-2023-0656) that tests and triggers crashes via…

CEREBRO-RED v2: Advanced LLM Red Team Research Platform with PAIR Algorithm and LLM-as-a-Judge Evaluation

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EDID (Enhanced Display Identification Data) Fuzzer

Desktop workbench for AFL++ fuzzing, cross-architecture QEMU emulation, harness development, Ghidra headless analysis, custom mutators, and patch…

CVE-2024-31317 Debuggable App Exploit

Analysis and exploitation of an use-after-free in ProFTPd

Proof-of-concept exploit for CVE-2017-9096 demonstrating XML External Entity (XXE) injection in iText PDF library via malicious XMP metadata and form…

Exploits for a heap overflow in MiniDLNA <=1.3.2 (CVE-2023-33476)

Zip file format fuzzer and multi-tool.

CVE-2020-36109 PoC causing DoS


Decoder/encoder for Ubiquiti AirMAX wireless protocol frames; parse pcap/live captures, discover devices, scan for vulnerable firmware, craft…

BianryNinja plugin for identifying vulnerabilities in decompiled binaries with both programmatic scans and LLM support.

MySQL Community Server 26.7.0 - High - mysqldump SHOW TABLES stack overflow - crash dump UID

Pre-Authentication Heap Overflow in Xlight SFTP server <= 3.9.4.2