Lossless Audio Validation, Archive Quality Control, Corruption Detection, Digital Audio Integrity

Digital Forensics Round-Up, September 10 2025
forensicfocus.comยท4d
โš–๏ธDigital Evidence
The State of Adversarial Prompts
blog.securitybreak.ioยท10h
๐ŸŽฏThreat Hunting
Another AI configuration nightmare
markjgsmith.comยท14h
๐Ÿ Homelab Pentesting
Automated Artifact Mitigation in High-Resolution ECG via Adaptive Spectral Filtering and Deep Learning
dev.toยท1dยท
Discuss: DEV
๐ŸŒŠDigital Signal Processing
And by "garbage" I mean it. Linus
lore.kernel.orgยท1dยท
Discuss: Hacker News
๐ŸงชHardware Fuzzing
Nyquistโ€“Shannon Sampling Theorem
en.wikipedia.orgยท2dยท
Discuss: Hacker News
๐Ÿ”ŠAudio Compression Theory
Joy & Curiosity #54
registerspill.thorstenball.comยท14h
โš™๏ธProof Engineering
LLM-Generated Rules Engines for LLM Explainability
brain.coยท2dยท
Discuss: Hacker News
๐Ÿ”—Constraint Handling
The Data Backbone of LLM Systems
infoq.comยท3dยท
Discuss: Lobsters
๐Ÿ”—Constraint Handling
Why (special agent) Johnny (still) Can't Encrypt (2011)
mattblaze.orgยท2dยท
Discuss: Lobsters
๐ŸŒŠStream Ciphers
Spanish Voice Deepfakes: The Growing Threat and How AI Can Fight Back
dev.toยท22hยท
Discuss: DEV
๐Ÿ‘‚Audio Evidence
MAPSS: Manifold-based Assessment of Perceptual Source Separation
arxiv.orgยท2d
๐Ÿ‘๏ธPerceptual Coding
We're training a text-to-image model from scratch and open-sourcing it
photoroom.comยท2dยท
Discuss: Hacker News
๐ŸŒˆColor Science
AI-Powered Automated Polyp Characterization in Narrow-Band Imaging Endoscopy (NBIE)
dev.toยท22hยท
Discuss: DEV
๐Ÿง Machine Learning
Show HN: FSP2 Tested on excerpt "Romeo and Juliet" impressive compresion results
news.ycombinator.comยท3dยท
Discuss: Hacker News
๐Ÿ“Text Compression
MeridianDB Architecting for Scale and Developer Experience
dev.toยท9hยท
Discuss: DEV
๐ŸŒEdge Preservation
Automated Anomaly Detection in Hematology Analyzers via Multi-Modal Deep Learning
dev.toยท1dยท
Discuss: DEV
๐Ÿ”Vector Forensics
486Tang โ€“ 486 on a credit-card-sized FPGA board
nand2mario.github.ioยท1dยท
Discuss: Hacker News
โšกHomebrew CPUs
Building a Hands-Free AI Fitness Applet with Gemini Live API
dev.toยท6hยท
Discuss: DEV
๐ŸŽ™๏ธWhisper
Secure QKD Network Resilience via Dynamic Threshold-Adaptive Key Reconciliation
dev.toยท2dยท
Discuss: DEV
๐Ÿ”Quantum Cryptography