• Neural weights
  • Covert channels
  • Defensive detection
Project 01Paper-staging

Manta

Weight steganography: covert channels in neural network weights and the defenses against them.

professor-moody.github.io

Research focus.

Characterising the steganographic capacity of NN weights, building detectors for weight-level covert channels, and studying the supply-chain implications for distributed model artifacts. Defensive intent. Public site is intentionally minimal until paper clears review.

Read into the work.

2 essays
  1. Channel, Decoder, Substrate: A Vocabulary for ML Attacks

    16 min read
  2. Signing Is Not Sealing

    8 min read
← All projects