MoLIFE: Methodology, Technologies, and Challenges for Mobile Live Intelligent Forensics Examination

Nowadays, mobile forensics is less explored in Digital Forensics case analysis due to the increase in data protection mechanisms implemented by tech companies i.e., Google for Android and Apple for iOS. For example, the physical acquisition or analysis of specific directories under super-user...

Joern 4.0.578

Joern is the bug hunter's workbench. With this tool, you can uncover attack surface, sloppy coding practices, and variants of known vulnerabilities using an interactive code analysis shell. Joern supports C, C++, LLVM bitcode, x86 binaries via Ghidra, JVM bytecode via Soot, and Javascript...

Rosemary 1.2.0

Rosemary is a cross-platform transparent tunneling platform designed for network pivoting. Unlike traditional tools that rely on TUN/TAP interfaces or require per-application proxy configuration like proxychains, Rosemary intercepts traffic at the kernel level...

An Automated Framework for Generating Stealthy Cell-Embedded Hardware Trojans

Hardware Trojans HTs pose significant threats across the Integrated Circuit IC design lifecycle because they can be inserted by untrusted entities at different stages under the zero-trust model. When triggered under rare conditions, HTs can compromise the functionality, reliability, or security o...

VS Code 1.120.0 Security Audit and Integrity Scanner

This Python script performs a security audit of Visual Studio Code extensions by scanning installed extension directories, collecting metadata, and generating an integrity report...

Forensic Schema for Psychological Manipulation in Cyber Fraud: LLM-Driven Victim Reports Analysis

Existing cybercrime classification schemas capture contact metadata and financial transactions but omit the psychological manipulation techniques perpetrators employ. We present a forensic schema four categories, 35 questions adding 11 manipulation indicators and cryptocurrency evidence fields to...

Multi-Class Vs. Multi-Label BERT for CVE-To-CWE Mapping: How Taxonomy Structure Shapes the Errors

Assigning Common Weakness Enumeration CWE categories to Common Vulnerabilities and Exposures CVE records remains an important but largely manual step in vulnerability analysis. We study this task as a text classification problem and compare two modelling choices: a \emphmulti-class formulation th...

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents

As LLM agents take on offensive security work, a single out-of-scope tool call can breach a client's engagement boundary, disrupt production, or void a bug-bounty finding. Unlike a fixed safety policy, the boundary that matters is declared in the user's request and must be inferred from intent...

OpenCATS 0.9.7.4 Time-Based Blind SQL Injection

This Python script targets a remote SQL injection vulnerability in OpenCATS version 0.9.7.4...

Mitigating Taint-Style Vulnerabilities in MCP Servers Via Security-Aware Tool Descriptions

Large language models LLMs are increasingly deployed as autonomous agents that interact with external tools and services via the Model Context Protocol MCP, a standardized interface for dynamic tool invocation. While MCP simplifies integration, it also expands the attack surface and enables gener...

OpenEMR 7.0.2 Authenticated Arbitrary File Read

This Metasploit auxiliary module targets an authenticated arbitrary file read vulnerability in the Fax/SMS module of OpenEMR version 7.0.2 and related builds...

Beware of Agentic Botnets: Scalable Untargeted Promptware Attacks Via Universal and Transferable Adversarial HalluSquatting

The growing adoption of agentic LLM applications has introduced a new threat previously named as promptware. While prior work has established that adversaries can exploit direct channels to LLM applications to apply promptware under weak threat models, many applications do not provide any direct...

Oracle E-Business Suite 12.2.14 Vulnerability Detection Scanner

This is a scanner designed to assess Oracle E-Business Suite web environments affected by CVE-2025-61882. It performs basic connectivity checks, fingerprints Oracle EBS-specific paths such as /OAHTML/ endpoints, and verifies the accessibility of common application endpoints without sending...

OpenBMC bmcweb Authentication Bypass

Proof of concept that demonstrates an OpenBMC bmcweb AUTH-F6 mTLS UPN Suffix authentication bypass vulnerability via a parent-domain certificate...

ida_kernelcache: An IDA Toolkit for analyzing iOS kernelcaches

idakernelcache is an IDAPython module for IDA Pro to make working with iOS kernelcaches easier. idakernelcache has been tested with IDA Pro 6.95 on kernelcaches for iOS versions 10.1.1, 11.0, 11.2, 11.3.1, and 12.0 beta. Currently only Arm64 kernelcaches from iOS 10 and later are supported...

Entropy-Adaptive Multi-Map Chaotic Modulation for Physical-Layer Security

This paper presents a Multi-Map Dynamic-Entropy Intrusion-Aware Chaotic Modulation MU-DE-IAEACM-MM framework for adaptive physical-layer security in multi-user wireless systems. Unlike conventional chaos-based schemes that rely on static parameter secrecy, the proposed architecture treats entropy...

Pachno 1.0.6 Security Assessment Toolkit

This Python-based security assessment tool performs non-destructive exposure checks against a Pachno deployment using authenticated sessions and controlled validation techniques...

angr 9.2.223

angr is an open-source binary analysis platform for Python. It combines both static and dynamic symbolic "concolic" analysis, providing tools to solve a variety of tasks...

Pardus Domain Joiner 0.5.2 Credential Disclosure

A security vulnerability has been identified in Pardus Domain Joiner version 0.5.2, where Active Directory administrative credentials are passed as plaintext command-line arguments during domain join and domain leave operations...

Monitoring Vulnerabilities in Next-Generation Automotive Operating Systems

Software-defined vehicles SDVs are revolutionizing transportation by integrating complex, interconnected hardware, and software systems. This evolution introduces significant security challenges. We present a comprehensive security analysis for SDVs, focusing on software vulnerabilities. We note...

OpenSourcePOS 3.4.1 Cross Site Request Forgery

OpenSourcePOS version 3.4.1 suffers from a cross site request forgery vulnerability...

CodeQL 2.26.0

Discover vulnerabilities across a codebase with CodeQL, an industry-leading semantic code analysis engine. CodeQL lets you query code as though it were data. Write a query to find all variants of a vulnerability, eradicating it forever. Then share your query to help others do the same...

VS Code 1.120.0 Extension Persistence Module for Security Assessment

This Python module demonstrates a VS Code extension persistence mechanism by creating and managing a custom extension within the Visual Studio Code extensions directory...

OpenCATS 0.9.7.4 Time-Based Blind SQL Injection

This Metasploit module targets a remote SQL injection vulnerability in OpenCATS version 0.9.7.4...

KS-CFA: Control-Flow Attestation Via Symbolic Replay against Control-Flow Bending Attacks

Control-flow attestation CFA enables a remote entity to verify program execution on a target device by monitoring control-flow behaviour at runtime. However, control-flow bending CFB attacks remain difficult to detect, where an adversary steers execution along legal edges of the program's...

OpenEMR Fax/SMS Module Path Traversal Detection Scanner

This repository contains a detection-only security scanner for CVE-2026-24849 affecting the OpenEMR Fax/SMS module. It identifies potentially vulnerable OpenEMR installations by checking the application version, verifying the Fax/SMS module is present, probing the affected endpoint, and optionall...

Git Hash Chain Malleability

This whitepaper demonstrates that signed Git commits are not uniquely bound to their commit hashes, even when they display a valid "Verified" badge on GitHub. The authors show that attackers can transform the signature encoding of an existing signed commit—without possessing the private signing...

Certifying Ghosts: How Cybersecurity AI Agents Break the EU Cyber Resilience Act

The EU Cyber Resilience Act CRA makes a smart bet. It does not demand that products be free of vulnerabilities, but only that manufacturers run a process: assess risk, handle flaws, ship updates. The bet pays off if four things about the world stay true: P1 finding vulnerabilities is slow, skille...

Beyond Attack-Success Rate: Action-Graded Severity Scale for Tool-Using AI Agents

Agentic red-teaming benchmarks report whether an injected agent was compromised as a single bit: the attack succeeded, or it did not. We argue that this binary attack-success rate discards the information a defender most needs, namely how harmful the resulting action was. We introduce an...

OpenBMC bmcweb Denial of Service / Authentication Bypass

This Metasploit module exploits authentication bypass and denial of service vulnerabilities in bmcweb, the OpenBMC HTTP/Redfish web server that runs on BMC firmware for enterprise servers Intel, IBM, HPE, NVIDIA, and various ODMs...

Beware What You Autocomplete: Forensic Attribution of Backdoored Code Completions

Large language models have enabled powerful code completion systems that assist developers by predicting subsequent lines of code. However, these models remain vulnerable to backdoor attacks, where malicious fine-tuning data covertly implants unsafe behaviors. Despite advances in defensive...

Mechanistic Interpretability of LLM Jailbreaks Via Internal Attribution Graphs

Large language models LLMs exhibit remarkable capabilities but remain highly vulnerable to adversarial prompts and jailbreak attacks. Existing approaches primarily analyze these failures through input-output behaviors or attribution methods, offering limited insight into how adversarial...

Suricata IDPE 8.0.6

Suricata is a network intrusion detection and prevention engine developed by the Open Information Security Foundation and its supporting vendors. The engine is multi-threaded and has native IPv6 support. It's capable of loading existing Snort rules and signatures and supports the Barnyard and...

Oracle E-Business Suite 12.2.15 Payments Vulnerability Scanner

This Python-based security assessment tool scans Oracle E-Business Suite EBS Payments deployments for indicators associated with CVE-2026-46817...

From Regression to Prior-Aware Inference: Solving the ILWE Family in Randomness Leakage Attacks against ML-DSA

ML-DSA is a representative lattice-based signature scheme standardized by NIST. It relies on signing randomness and rejection sampling to ensure that released signatures are statistically independent of the secret key. Practical implementations, however, may leak partial information about this...

Beyond Refusal: A Same-Lineage Study of Aligned and Abliterated LLMs for Vulnerability Analysis

Large language model LLM-assisted software security operates at a difficult boundary: the vulnerability-analysis terminology needed for legitimate code review, triage, and repair can closely resemble terminology associated with misuse. Existing safety and cybersecurity evaluations are difficult t...

Palo Alto Networks PAN-OS GlobalProtect Authentication Bypass Metasploit Scanner

This Metasploit auxiliary module scans for a potential authentication bypass vulnerability in Palo Alto Networks PAN-OS GlobalProtect Portal and Gateway services...

QUBO Modeling of Module Learning with Errors: Stability and Scaling in Post-Quantum Cryptography

Lattice-based post-quantum cryptography relies on the hardness of the Learning With Errors LWE and Module Learning With Errors MLWE problems. This work introduces a constructive framework for encoding small MLWE instances as Quadratic Unconstrained Binary Optimization QUBO models suitable for...

Hidden Amplifiers: Cross-Level Risk in Software Supply Chains

Modern software supply chains comprise hundreds of transitive dependencies, yet existing analysis tools operate at either the ecosystem level dependency graphs or the code level static analysis within packages. This separation creates two failure modes. First, false-positive CVE alerts for...

Parser Observer for Safe DNG SDK Input Validation / Runtime Monitoring

This C++ utility provides a minimal parser-observation framework for examining how the Adobe DNG SDK handles DNG file inputs while minimizing direct interaction with deeper image-processing stages...

Phoenix Contact TC Router 5004T-5G EU 1.06.18 Security Audit Tool

This script performs a security audit on Phoenix Contact TC Routers to detect indicators of exposure to CVE-2025-41717, without executing any commands or altering the device...

Packed Bitmap Validation Utility for Detecting Pitch Mismatches and Memory-Safety Risks

This C program implements a lightweight validation utility for identifying structural inconsistencies in packed bitmap formats by analyzing relationships between image width, pitch, and bits-per-pixel representations...

ProvICS: A Provenance-Based Intrusion Detection for Industrial Control Systems

The convergence of Information Technology and Operational Technology has exposed Industrial Control Systems ICS to multi-stage cyberattacks that traverse software, network, and physical process layers simultaneously. Although Provenance-based Intrusion Detection Systems PIDS are effective in...

SafeLine SL6 / SL6+ Authentication Bypass

The SafeLine SL6 and SL6+ devices integrated into elevator emergency intercom systems are vulnerable to an authentication bypass. This vulnerability allows attackers to bypass authentication requirements and access the device's configuration service via the Bluetooth Low Energy BLE interface...

REFORGE: A Method for Benchmarking LLMs' Reverse Engineering Capabilities in Decompiled Binary Function Naming

Large language models LLMs are increasingly applied to reverse-engineering tasks, and recent threat-intelligence reporting shows them operating inside live offensive-security workflows. Claims about their capability, however, outpace our ability to measure it. Existing benchmarks for LLM-assisted...

When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems

While enabling effective collaboration on complex tasks, LLM-based Multi-Agent Systems MAS face critical security challenges due to vulnerabilities at the agent and interaction levels. Most existing MAS security defenses are built upon two core assumptions: semantically-explicit malicious attacks...

Bit2Watt: A Cyber-Physical Vulnerability Exploiting GPU Workloads across Power and Computing Infrastructures

Modern data centers increasingly rely on large-scale GPU clusters and on-site renewable energy resources, resulting in a tightly coupled cyber-physical system between computing workloads and power-electronic-dominated grids. In this paper, we reveal Bit2Watt, a previously unexplored vulnerability...

XDECAF: An Extensible Data Flow Diagram Analysis Framework for Information Security

xDECAF is an extensible tool for architecture-based data flow analysis with a focus on information security. It combines an extended data flow diagram metamodel of labeled flows and nodes, a domain-specific constraint language with different flow operations, and a browser-based editor backed by a...

Zeek 8.0.9

Zeek is a powerful network analysis framework that is much different from the typical IDS you may know. While focusing on network security monitoring, Zeek provides a comprehensive platform for more general network traffic analysis as well. Well grounded in more than 15 years of research, Zeek ha...

SA-DRL: Security-Aware Deep Reinforcement Learning for Ransomware Detection with Asymmetric Reward Design

Ransomware detection is a security-critical task in which false negatives and false positives have unequal operational consequences. Conventional machine learning detectors often use symmetric objectives that penalize missed ransomware detections and benign false alarms equally, although a false...