AI
Jun 15, 2026
A hands-on guide to DP-SGD: how it works, how VaultGemma uses it at LLM scale, and what private vs non-private training actually costs on ...
Jun 5, 2026
A practical guide to differential privacy: the attacks that motivate it, the formal definition, trust models, mechanisms, and privacy accoun...
Cryptography
Apr 2, 2026
Learn how Gröbner bases break cryptographic hash functions. We attack a reduced-round Poseidon instance, recovering a preimage from its dige...
Mar 25, 2026
This post develops the full algebraic machinery, covering polynomial rings, ideals, monomial orderings, and Buchberger's algorithm, and demo...
Mar 9, 2026
A technical deep-dive into cryptographically secure vector databases, covering embedding attacks, why exact distance-preserving encryption f...
Jan 15, 2026
Federated learning promises privacy by keeping data local, yet model updates remain vulnerable to inference and poisoning attacks. This arti...
Security
Dec 16, 2025
Deep dive into protocol-level vulnerabilities in threshold signature schemes: MtA oracle attacks, reshare synchronization flaws, determinist...
Dec 3, 2025
A technical guide to real-world attacks on threshold signature schemes. Explore implementation bugs like missing checks and proofs, wrong pa...
Nov 12, 2025
Explore a detailed, hands-on walkthrough of supersingular isogeny cryptography (SIDH), from elliptic curve preliminaries and kernel-based is...
Zero Knowledge
Oct 2, 2025
Deep dive into ZK constraint systems: Halo2's PLONKish circuits, Zirgen's STARK compiler, and Plonky3's direct AIR authoring. Complete with ...
