MALF: A Multi-Agent LLM Framework for Intelligent Fuzzing of Industrial Control Protocols

Industrial control systems ICS are vital to modern infrastructure but increasingly vulnerable to cybersecurity threats, particularly through weaknesses in their communication protocols. This paper presents MALF Multi-Agent LLM Fuzzing Framework, an advanced fuzzing solution that integrates large...

Semantic-Aware Fuzzing: an Empirical Framework for LLM-Guided, Reasoning-Driven Input Mutation

Security vulnerabilities in Internet-of-Things devices, mobile platforms, and autonomous systems remain critical. Traditional mutation-based fuzzers -- while effectively explore code paths -- primarily perform byte- or bit-level edits without semantic reasoning. Coverage-guided tools such as AFL+...

Cross-Service Token: Finding Attacks in 5G Core Networks

5G marks a major departure from previous cellular architectures, by transitioning from a monolithic design of the core network to a Service-Based Architecture SBA where services are modularized as Network Functions NFs which communicate with each other via standard-defined HTTP-based APIs called...

BACFuzz: Exposing the Silence on Broken Access Control Vulnerabilities in Web Applications

Broken Access Control BAC remains one of the most critical and widespread vulnerabilities in web applications, allowing attackers to access unauthorized resources or perform privileged actions. Despite its severity, BAC is underexplored in automated testing due to key challenges: the lack of...

ZTaint-Havoc: from Havoc Mode to Zero-Execution Fuzzing-Driven Taint Inference

Fuzzing is a widely used technique for discovering software vulnerabilities, but identifying hot bytes that influence program behavior remains challenging. Traditional taint analysis can track such bytes white-box, but suffers from scalability issue. Fuzzing-Driven Taint Inference FTI offers a...

ZkFuzz: Foundation and Framework for Effective Fuzzing of Zero-Knowledge Circuits

Zero-knowledge ZK circuits enable privacy-preserving computations and are central to many cryptographic protocols. Systems like Circom simplify ZK development by combining witness computation and circuit constraints in one program. However, even small errors can compromise security of ZK programs...

butterfly-fuzz (>=0.1.0, <=0.2.2), feroxfuzz (>=0.1.0-rc.0, <=1.0.0-rc.10) +5 more potentially affected by unknown CVE via libafl (>=0.1.0, <=0.10.1)

libafl CARGO version =0.1.0, =0.1.0, =0.1.0-rc.0, =0.1.0, =0.6.0, =0.6.0, =0.3.1, =0.1.0, =0.10.1 Source cves: unknown CVE Source advisory: OSV:RUSTSEC-2024-0424...

Snapshot fuzzing direct composition with WTF

Cisco Talos has developed a custom fuzzer using the popular snapshot fuzzer "WTF" which targets Direct Composition in Windows. Talos vulnerability research team used Protocol Buffers developed by Google to serialize and deserialize test cases. The Bochscpu backend of WTF was patched and other...

SUSE CVE-2009-1885

Stack consumption vulnerability in validators/DTD/DTDScanner.cpp in Apache Xerces C++ 2.7.0 and 2.8.0 allows context-dependent attackers to cause a denial of service application crash via vectors involving nested parentheses and invalid byte values in "simply nested DTD structures," as demonstrat...

probench_aflnet

It is an offensive tool for network protocols. The primary CVE ID is not explicitly mentioned in the provided context; however, the tool is designed to fuzz network protocols, which may lead to the discovery of vulnerabilities. The target product/service or framework is network protocols, and the...

Denial of service in Apache Xerces2

XMLScanner.java in Apache Xerces2 Java, as used in Sun Java Runtime Environment JRE in JDK and JRE 6 before Update 15 and JDK and JRE 5.0 before Update 20, and in other products, allows remote attackers to cause a denial of service infinite loop and application hang via malformed XML input, as...

Fuzzing Left4Dead 2 with CERT’s Basic Fuzzing Framework

The post Fuzzing Left4Dead 2 with CERT’s Basic Fuzzing Framework appeared first on Rhino Security Labs...

ZigBee Security Research Toolkit: KillerBee

KillerBee framework is a tool for attacking ZigBee and IEEE 802.15.4 networks. KillerBee is designed to simplify the process of sniffing packets from the air interface or a supported packet capture file libpcap or Daintree SNA, and for injecting arbitrary packets. Helper functions including IEEE...

Tutorial: Mutiny Fuzzing Framework and Decept Proxy

Here's a basic demo video for our new opensource tools, Decept and Mutiny. Happy New Year ^^ Lilith Recently, Talos released new tools to assist in the monumental task of finding vulnerabilities in network applications. Mutiny and Decept work together to help researchers fuzz quickly and...

The Mutiny Fuzzing Framework and Decept Proxy

This blog post is authored by James Spadaro of Cisco ASIG and Lilith Wyatt of Cisco Talos. Imagine a scenario where you, as a vulnerability researcher, are tasked with auditing a network application to identify vulnerabilities. By itself, the task may not seem too daunting until you learn of a...

Moxa SoftCMS 1.5 - Denial of Service (PoC)

Moxa SoftCMS 1.5 - Denial of Service PoC ''' Title: Moxa SoftCMS 1.5 AspWebServer Denial of Service Vulnerability Author: Zhou Yu Email: [email protected] Vendor: http://www.moxa.com/ Versions affected: 1.5 or prior versions Test on: Moxa SoftCMS 1.5 on Windows 7 SP1 x32 CVE: CVE-2016-9332 Advisor...

CERT Basic Fuzzing Framework: BFF

CERT Basic Fuzzing Framework The CERT Basic Fuzzing Framework BFF is a software testing tool that finds defects in applications that run on the Linux and Mac OS X platforms. BFF performs mutational fuzzing on software that consumes file input. Mutational fuzzing is the act of taking well-formed...

Linux Kernel 3.10.0 (CentOS / RHEL 7.1) - 'aiptek' Nullpointer Dereference

Exploit for linux platform in category dos / poc Linux aiptek Nullpointer Dereference Date: March 4th, 2016 Authors: Sergej Schumilo, Hendrik Schwartke, Ralf Spenneberg CVE: CVE-2015-7515 CVSS: 4.9 AV:L/AC:L/Au:N/C:N/I:N/A:C Title: Local RedHat Enterprise Linux DoS â?? RHEL 7.1 Kernel crashes on...

Linux Kernel 3.10.0 (CentOS / RHEL 7.1) - visor 'treo_attach' Nullpointer Dereference

OS-S Security Advisory 2016-10 Linux visor treoattach Nullpointer Dereference Date: March 4th, 2016 Authors: Sergej Schumilo, Hendrik Schwartke, Ralf Spenneberg CVE: CVE-2016-2782 CVSS: 4.9 AV:L/AC:L/Au:N/C:N/I:N/A:C Title: Local RedHat Enterprise Linux DoS â?? RHEL 7.1 Kernel crashes on invalid...

Linux Kernel 3.10.0 (CentOS RHEL 7.1) - cypress_m8 Nullpointer Dereference

Linux Kernel 3.10.0 CentOS RHEL 7.1 - cypressm8 Nullpointer Dereference OS-S Security Advisory 2016-07 Linux cypressm8 Nullpointer Dereference Date: March 4th, 2016 Authors: Sergej Schumilo, Hendrik Schwartke, Ralf Spenneberg CVE: not yet assigned CVSS: 4.9 AV:L/AC:L/Au:N/C:N/I:N/A:C Title: Local...