
EAIVP — Aletheia Prism
Forensic malware analysis that explains itself
What it does
Most security tools return a verdict. EAIVP returns a verdict and a reason. Three-lens forensic analysis — byte-space entropy, pixel-space structure, and spectral frequency — fused into a single verdict with a plain-English AI narrative explaining exactly what was found. 97.9% detection across 422 real malware samples, 21 families. 16 at 100%. Built by one developer on a Chromebook. EU AI Act Article 15 compliant by design.
Does the same job
all alternatives →
- AEAnother ELF Analysis Toolkit2025 · github.com · ▲62
Nyxelf simplifies static and dynamic analysis of ELF binaries, enabling you to extract valuable insights effortlessly. And can be used for vulnerability assessments, unpacking, syscall tracing, and memory analysis.
- BBBrowser-based XSS scanner2024 · github.com · ▲57
This is a simple single-file python program that can find basic XSS (cross-site scripting) vulnerabilities in a target url. Most XSS discovery tools use a payload refelection strategy in which payloads are injected in url parameters and the GET response is inspected for places where the payload content is reflected. This is a very low precision XSS detection strategy because most reflection does not support execution. This program uses a different approach, and instead opens the target url in a browser, tests alert(...) payloads directly in the browser context, and listens for an alert being…
Truthlens AI Image analyzerJun 2026 · chromewebstore.google.com · ▲7One click to know if an image is AI-generated or real
- IBI built a PR listener and ruleset to detect malicious code in CI/CD2025 · github.com · ▲13
I built a GitHub app that detects it in pull requests, notifies or blocks them. Alongside it, I published a Semgrep ruleset for any stage of the CI/CD. I started this after getting frustrated by all the FUD around malicious code - lots of noise, little effort to solve it. Having said that, it's still a major attack vector - a stored RCE, with the codebase itself as the sink. Feedback is appreciated. The app, PRevent - https://github.com/apiiro/PRevent The ruleset: https://github.com/apiiro/malicious-code-ruleset The research:…

More ai this month
the category →
I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
AI · 17d ago · simedw.com
Astute▲585Automate your B2B brand going viral, with new media creators
AI · 18d ago · company-app.joinastute.com


Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
AI · 27d ago · cactuscompute.com


Launched alongside, March 2026
the whole month →

Switch from ChatGPT to Claude with import memory feature
AI · Mar 2026 · claude.com


