SkillSpector v2.5.1

SkillSpector Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks before installing agent skills. Overview AI agent skills used by Claude Code, Codex CLI, Gemini CLI, etc. execute with implicit trust and minimal vetting. Research shows that 26.1% of...

akto vmini-runtime-1.72.2

Akto.io API Security Contributors What is Akto? How it works • Getting-Started • API Inventory • API testing • Add Test • Join Discord community • Akto is an instant, open source API security platform that takes only 60 secs to get started. Akto is used by security teams to maintain a continuous...

zaproxy w2026-07-28

The Zed Attack Proxy ZAP by Checkmarx is the world’s most widely used web app scanner. Free and open source. A community based GitHub Top 1000 project that anyone can contribute to. It can help you automatically find security vulnerabilities in your we...

ZIMPAF and RedPhuzz: High-Fidelity Web Application Fuzzing Via Branch, Language Construct, and Function Call Monitoring

We present ZIMPAF, runtime interpreter instrumentation, and RedPhuzz, a fuzzer, to address key limitations of state-of-the-art fuzzers: inefficient instrumentation, the lack of knowledge of the execution environment, and limited web domain knowledge. ZIMPAF implements a novel multi-granular runti...

Ethereum NFT Smart Contracts: Knowledge-Guided Vulnerability Detection with LLM and Code Slicing

Ethereum non-fungible tokens NFTs implement ownership, transfer, authorization, and metadata operations through smart contracts, making contract vulnerabilities a direct risk to digital assets. Existing static analyzers provide efficient rule-based screening but can struggle with...

akto vmini-runtime-1.71.7

Akto.io API Security Contributors What is Akto? How it works • Getting-Started • API Inventory • API testing • Add Test • Join Discord community • Akto is an instant, open source API security platform that takes only 60 secs to get started. Akto is used by security teams to maintain a continuous...

zaproxy vw2026-07-14

The Zed Attack Proxy ZAP by Checkmarx is the world’s most widely used web app scanner. Free and open source. A community based GitHub Top 1000 project that anyone can contribute to. It can help you automatically find security vulnerabilities in your we...

wp2shell

WP2Shell - WordPress REST API Exploitation Framework Automate...

TaintRadar: Semantic-Aware Taint-Style Vulnerability Detection Via Augmented Code Property Graphs

Despite significant advances, static vulnerability analysis suffers from three critical limitations: coarse sanitization modeling, which treats validation as a binary barrier; database blindness, which breaks taint tracking across persistence layers; and shallow object-oriented analysis, which...

Routing Ceilings Are Domain-Independent: Structural Prior Injection in Code Security Vulnerability Detection

Large language models LLMs exhibit a well-documented gap between latent capability and consistent activation: the router hypothesis posits that models possess the knowledge to solve a task but lack reliable internal routing to activate it. Prior work in formal mathematical reasoning SAIR, C�zares...

akto v2.13.3

Akto.io API Security Contributors What is Akto? How it works • Getting-Started • API Inventory • API testing • Add Test • Join Discord community • Akto is an instant, open source API security platform that takes only 60 secs to get started. Akto is used by security teams to maintain a continuous...

SonicWall SMA1000 Series SSRF Detection Tool

A safe detection tool for identifying CVE-2026-15409 affecting SonicWall SMA1000 Series appliances. The Python utility performs non-destructive checks by issuing requests to common application endpoints using an external test URL and reports indicators of possible server-side request forgery...

Detecting Vulnerability-Inducing Commits Via Multi-Stage Reasoning with LLM-Based Agents

Detecting vulnerability-inducing commits VICs at submission time is critical for improving the security and reliability of software systems. However, this task is highly challenging because it requires reasoning about the semantic impact of code changes from heterogeneous information sources,...

CVE-2025-71356

picklescan before 0.0.28 fails to detect malicious torch.fx.experimental.symbolicshapes.ShapeEnv.evaluateguardsexpression function calls in pickle files. Attackers can embed undetected code in pickle files that executes remote code when loaded by victims...

Knowledge over Parameters: Evolving Smart Contract Vulnerability Detection

Smart contract vulnerabilities are predominantly logic bugs whose detection requires structured, step-by-step procedural knowledge of attack patterns and contract semantics. Existing LLM-based methods struggle to generate this knowledge automatically: prompt-based methods rely on manually crafted...

DEBIAN-CVE-2026-53434

Detection of Error Condition Without Action vulnerability in Apache Tomcat when configuring CRLs for a FFM based connector. This issue affects Apache Tomcat: from 11.0.0-M1 through 11.0.22, from 10.1.0-M7 through 10.1.55, from 9.0.83 through 9.0.118. Users are recommended to upgrade to version...

bounthunt

Bountyhunt !CIhttps://github.com/bess1lie/bountyhunt/acti...

ShieldPatch

🛡️ ShieldPatch Predict . Protect . Prevail AI-driven vuln...

Words Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detection

Researchers and practitioners increasingly apply Large Language Models LLMs for automated vulnerability detection. Recent work has shown that LLMs are susceptible to the same cognitive heuristics that bias human judgment. Yet, no work has investigated whether these heuristics affect a model's...

Understanding Binary Code Similarity for Real-World Vulnerability Detection: A Large-Scale Empirical Study

Firmware lies at the heart of IoT devices. Its development depends heavily on third-party libraries TPLs, which greatly accelerate the process but simultaneously introduce associated vulnerabilities. Binary Code Similarity Detection BCSD is an effective technique for identifying vulnerabilities i...