Skill UI

scVelo is a Python package for RNA velocity analysis in single-cell RNA-seq data. It estimates cell state transitions from unspliced/spliced mRNA dynamics, infers trajectory directions, computes latent time, and identifies driver genes to reveal cell fate decisions.

A deep-dive curriculum into core memory corruption vulnerability classes, covering topics like stack/heap buffer overflows, Use-After-Free (UAF), integer overflows, and format strings. This guide uses real-world CVE case studies (e.g., QNAP, Chrome) to illustrate attack vectors, impact analysis, and modern mitigation techniques. Ideal for cybersecurity professionals, penetration testers, and students learning exploit development.

An expert guide covering advanced exploitation techniques for Expression Language (EL) injection across multiple Java frameworks, including Spring (SpEL), Struts2 (OGNL), and JSP/JSF (Java EL). Details detection methods, sandbox bypasses, and real-world CVE chains for Remote Code Execution (RCE).

A comprehensive playbook detailing advanced JNDI injection techniques. Covers the abuse of JNDI lookups via RMI and LDAP, focusing on critical vulnerabilities like Log4Shell (CVE-2021-44228), deserialization gadgets, and post-8u191 bypass methods. Essential for deep-dive security testing and vulnerability research.

This skill performs a comprehensive audit of project dependencies, identifying critical security vulnerabilities (CVEs), analyzing license compliance against established policies, and detecting outdated or risky packages. It produces an actionable report including an overall dependency health score and a prioritized, time-bound remediation plan, ensuring the software supply chain is secure and legally compliant.

Exploits privileged pods, host mounts, runC CVEs, and exposed Docker sockets to break out of a container and reach the underlying host during an authorized container-security assessment. Use when executing an approved breakout test, demonstrating the real impact of a privileged or hostPath workload, or validating that escape mitigations actually hold. Keywords: container breakout, privileged, hostPath, docker.sock, runC CVE-2019-5736, CVE-2024-21626, release_agent, nsenter. Do not use for defensive detection of these techniques - use detecting-container-escape-attempts.

This comprehensive guide covers the process of creating, analyzing, and securing Software Bills of Materials (SBOMs). It utilizes Syft to generate standards-compliant SBOMs (CycloneDX or SPDX) from container images and filesystems. The workflow details correlating these SBOMs with known CVEs using Grype for vulnerability analysis, and subsequently signing the artifacts with Cosign. This process is crucial for establishing supply chain trust, ensuring dependency visibility, and integrating vulnerability gating into CI/CD pipelines.

Trivy is an open-source, comprehensive security scanner designed for DevSecOps. It assesses container images, Infrastructure-as-Code (Terraform, K8s), filesystems, and SBOMs for vulnerabilities (CVEs), misconfigurations, hardcoded secrets, and license compliance. It is essential for implementing 'shift-left' security gates in CI/CD pipelines, ensuring that code and infrastructure are secure before deployment.

Run comprehensive, read-only exposure checks against your local machine or project directories in response to security advisories and CVEs. This tool systematically checks various ecosystems (Node.js, Python, Homebrew, etc.) to generate a structured, non-invasive audit report, helping users understand their actual risk exposure without making any system changes.

This comprehensive tool scans all project dependencies against databases of known CVEs (Common Vulnerabilities and Exposures) and security vulnerabilities. It is essential for conducting thorough security audits of third-party packages, ensuring code quality before major releases, or responding to specific security advisories. It provides actionable reports categorized by severity.

This guide details how to audit and position security research submissions for premier academic venues like CCS, S&P, USENIX, and NDSS. It teaches authors to structure their 'Related Work' section by comparing their novelty against the 'security big four,' specialist literature, and real-world practitioner records (such as CVEs and vendor advisories). The goal is to clearly articulate the technical delta and eligibility for publication.

Comprehensive guide for converting an accepted academic paper into the final camera-ready version for IEEE proceedings. It details crucial post-acceptance steps, including working through the shepherd's concern ledger, mandatory inclusion of the ethics section, de-anonymizing sensitive technical details (like vendor names and CVEs), and adhering to strict IEEE formatting and submission mechanics. Essential for authors finalizing submissions.