Diff Based Vulnerability Detection

Jazzberry is an AI-driven bug detection tool that analyzes code repositories in a secure environment, identifying vulnerabilities like SQL injection and authentication bypasses. It prioritizes data security with enterprise-grade measures and provides efficient, categorized bug identification.

Think Diffusion is an AI art tool that brings pro-level AI art capabilities to anyone with a browser in just a few clicks, providing top-tier models and ControlNet, and allowing for easy launch of additional virtual machines for simultaneous use.

ZeroThreat provides a cutting-edge DAST web app & API security scanner featuring secret, GraphQL scanning, and intelligent threat detection. It integrates smoothly with CI/CD pipelines for fast vulnerability assessment and robust proactive cybersecurity.

Stabl Diffus is an AI tool for generating images from text prompts using a stable image generation model suitable for government and creative ML usage.

Binarly is a firmware security tool that automates binary analysis to identify and manage vulnerabilities in software and firmware, offering proactive risk detection, prescriptive fixes, and continuous compliance reporting for enhanced supply chain security.

Beagle Security automates web, API, and GraphQL penetration testing using AI trained on 350k workflows. It runs in CI/CD, reports to Jira/Azure/Slack, cuts manual effort, reduces false positives, and gives clear remediation guidance.

DigestDiff analyzes GitHub commit history to generate concise codebase overviews, standup updates, and release notes. It highlights authorship, feature progress, and milestones, aiding onboarding, project tracking, and markdown‑ready release documentation.

UXsniff automatically tracks UX changes by analyzing heatmaps and session recordings, comparing pre‑ and post‑release behavior. It flags layout, copy, and component updates linked to key metrics, offers impact reports, rage‑click detection, and historical A/B comparison using real user data.

Vectra AI ingests and normalizes traffic from data centers, cloud, SaaS, IoT, and identity sources. Its AI engine detects MITRE ATT&CK techniques, prioritizes alerts, and supports containment of compromised devices, accounts, and traffic paths, integrating with SIEM, EDR, MDR workflows.

AI art generator in cloud

WebTotem delivers an AI‑driven firewall that blocks brute‑force, DoS, SQLi, XSS, bot, spam, path traversal, and emerging threats, with custom IP whitelisting. It scans for malware, defacement, open ports, tracks SSL and domain expiry, scores vulnerabilities, and provides dashboards for collaboration

IDScan.net offers an AI‑driven identity verification platform that scans passports, driver’s licenses, and mobile IDs using UV/IR imaging and deep‑fake detection. It supports real‑time data capture, KYC/AML compliance, and APIs for integration across banking, retail, and logistics.

Fluxguard automatically crawls complex sites, monitors HTML, PDF, and visual changes, and evaluates them against user rules. It delivers real‑time alerts via APIs or webhooks, summarizes results, and reduces manual review and risk‑monitoring workload.

Stable Diffusion Online lets users generate photo‑realistic images from text using the Stable Diffusion XL model. It offers fast GPU‑accelerated rendering, real‑time inpainting/outpainting, a 9‑million‑entry prompt database, and no prompt or image storage.

AI agents scan 300,000+ sources—including dark‑web forums and new domains—to deliver real‑time OSINT alerts with context on threat actors, intent, and campaigns. Customizable workflows target phishing, insider risk, or credential leaks, enabling rapid response and fraud reduction.

DiffusionBee runs locally on macOS and Intel‑based Macs, offering Stable Diffusion text‑to‑image, upscaling, variant creation, image‑to‑image, generative fill, video tools, an AI canvas for iterative editing, and custom model training—All on‑device for privacy.

Quick Intel scans smart contract addresses across 54+ chains, delivering AI‑driven analysis in seconds. It flags hidden code, identifies scam patterns, and shows warning labels while recording key attributes for risk assessment.

Equixly is an AI‑driven continuous offensive security platform that maps and attacks an organization’s attack surface in real time. It automatically discovers APIs, executes adaptive attack paths, validates exploits, and delivers continuous visibility, alerts, and audit‑ready remediation tracking.

Qwiet AI unifies SAST, SCA, IaC, container, and secrets scanning into one scan, filtering for reachable, exploitable risks. It delivers 97 % true positives, cuts false positives 90%, and auto‑generates unit‑tested fixes, cutting remediation time 80 %.

Nightfall AI is an enterprise-level data leak prevention platform utilizing generative AI technology. It safeguards sensitive data across channels, automates protection against evolving threats, and enhances compliance through advanced encryption and data exfiltration prevention.

Veriom delivers architectural root‑cause analysis, mapping security findings to code across GitHub, AWS, Azure, and GCP. It builds a model in under an hour and provides pull‑request fixes that eliminate entire vulnerability classes, with mathematical proof of exploitability.

VibeSec scans public and private GitHub repositories using AI and Semgrep to detect vulnerabilities, insecure patterns, and exposed secrets, producing prioritized, actionable security reports for PR reviews, CI pipelines, and developer triage.

threatbee.com is a cybersecurity platform that delivers AI-powered attack surface discovery, vulnerability assessment, and real-time threat detection. It consolidates protection for networks, cloud, and IoT with a central portal for monitoring and compliance management.

DevDynamics offers real‑time engineering analytics, tracking DORA metrics, forecasting delivery, and aligning output with business goals. It integrates with 20+ tools, provides custom reports, and meets SOC 2 Type II security standards.

Happy Diffusion runs Stable Diffusion in the browser, enabling instant adult image creation with 50+ pre‑integrated models and unlimited Civitai models. It uses an NVIDIA A100 GPU, handles up to 7,000 images/hour, and erases data per session.

MCP Defender is an open-source AGPL-3.0 secure proxy that scans and filters MCP tool calls in real time, using LLM detection and deterministic signatures to block prompt injection, tool poisoning, credential theft, arbitrary code and remote commands.

X Detector analyzes up to 5,000 characters, giving per‑word probability scores to identify whether a passage was written by ChatGPT, Claude, Gemini, or a human. It supports over 20 languages, processes millions of texts, and encrypts data for privacy.

AI‑powered assistant that auto‑generates pull request descriptions, summarizes changes, and creates changelogs for GitHub and GitLab. It sends notifications, supports inline refactoring, offers granular settings, provides a public changelog, and exposes a JSON API—without storing code.

Advacheck employs an AI engine to detect machine‑generated text from models like ChatGPT, Gemini, Llama, etc., flagging AI authorship and plagiarism with <0.5% false positives. It offers daily‑updated detection, academic integrity tools, and Moodle integration.

DryRun Security is an AI tool that automates real-time pull request security analysis. It offers customized feedback on authentication, authorization, and sensitive code paths during coding, ensuring safer and faster development while being compatible with multiple languages and frameworks.

CodeThreat applies AI to security analysis within development pipelines, automatically scanning pull requests and codebases to pinpoint real vulnerabilities. It filters out weak findings, provides repo‑level architectural summaries, and integrates with GitHub, GitLab, Bitbucket, and CI/CD across 27

Pixeebot automates application security by triaging SAST/IAST findings, generating ready-to-review code fixes and pull requests, integrating with CI/CD and developer tooling, centralizing triage and metrics, and supporting multiple languages with private/self-hosted models.

HoundDog.ai scans code to detect PII leaks and map data flows across logs, APIs, SDKs, and AI integrations. It auto‑creates GDPR‑aligned documents, blocks risky pull requests in IDEs and CI/CD, and supplies an API context engine for safer AI coding.

Introducing Truebees, the first deepfakes detector designed to combat the spread of AI-generated portraits on social media platforms. Truebees helps verify the trustworthiness of images, detect deepfakes, and prevent the sharing of AI-generated images.

Depshub is a dependency management tool that automates updates, license checks, and vulnerability scans. It provides a centralized view of dependencies, integrates with platforms like GitHub, and offers AI analysis to streamline development workflows and enhance code security.

AI Disturbance Overlay uses adversarial perturbations to add invisible pixel changes that disrupt AI image recognition and style extraction. It protects artwork against generative models, preserving artists’ creative ownership in the browser.

KBY‑AI delivers on‑premises SDKs for face, palm, and document recognition, liveness detection, and license‑plate detection. It supports multi‑language platforms, offline processing, and integrates into KYC workflows for secure identity verification.

InsightAI delivers AI‑driven fraud and AML intelligence, using device fingerprints, network signals, and behavioral analytics to detect fraud before transactions, automate case summarization, spot forged documents, and provide millisecond‑level real‑time risk scoring with explainable outputs for aud

Hackfast is an AI-driven tool that streamlines penetration testing by organizing scan data, automating reconnaissance, and providing contextual vulnerability insights, tailored attack paths, and project management features for efficient security assessments.

Rash Detector lets users upload three photos from different angles; computer‑vision analyzes texture, color, and pattern to produce a confidence‑rated report with risk assessment and treatment guidance, all stored securely.

AI Detector evaluates text for AI authorship likelihood, delivering a percentage score. It compares style, vocabulary, sentence length, and coherence against extensive human and AI datasets, enabling targeted edits for academic, SEO, and publishing standards.

Cybedefend is a cloud-based application security testing platform that utilizes AI for code analysis, offering SAST and SCA. It automates vulnerability remediation and integrates with popular developer tools, enhancing security throughout the software development lifecycle.

Real AI? is a precision tool for detecting discrepancies between two images. Utilizing advanced image processing, it assists professionals in graphic design, digital forensics, and quality assurance by providing detailed analyses for enhanced image authenticity evaluation.

WeDetect.AI is an image detection tool that verifies whether images are AI-generated. Its efficient analysis assists users in combating misinformation, ensuring authenticity in online platforms, and validating visual content for various scenarios like shopping and social media.

Dexcheck.io performs automated security verification and bot protection using challenge response checks and traffic analysis, integrating with Cloudflare to filter malicious requests, enforce access verification, provide actionable logs, and maintain uptime for public web services.

Finetuned Diffusion is a pre-trained model for text generation tasks on Hugging Face's Space platform. It can be used in Colab without waiting in a queue.

Vector DB Comparison is an open‑source tool that lets developers evaluate vector databases side‑by‑side. It lists vendor, model support, hybrid and geo‑search, BM25, full‑text, image, structured, RAG, recommendation features, and offers sorting, filtering, pinning, community notes on APIs, licenses,

Aardvark - OpenAI is an AI productivity tool that automates time management and task prioritization. It analyzes your behavior to suggest optimal schedules, helping you minimize distractions and focus on high-priority tasks.

Deepengin offers an API that automatically moderates images and videos, detecting nudity, violence, weapons, alcohol, hate signs, offensive gestures, text, and identifying celebrities. It also extracts text, checks PPE, and verifies facial similarity in real time for compliance and security.

Diffshop aggregates data from Amazon, Shopify, Shein, and Temu to track over 1 billion products. Its tools let users filter by sales, revenue, ratings, growth, launch, and keywords, while monitoring ads, store metrics, and search terms for trend analysis and competitive benchmarking.