Adversary Model

CHIMERA Attack Synthesis Workbench

Synthesizing "Frankenstein" behavioral sessions. Splicing genuine human session fragments at pause boundaries (velocity ≈ 0) to bypass single-channel ML while breaking cross-modal coherence.

Read Adversary Whitepaper

Stage 01

Source Selection

Extracts 3 distinct human donor sessions to prevent single-source fingerprinting.

Stage 02

Pause Segmentation

Detects velocity ≈ 0 dwell points. Cuts made here carry zero derivative/jerk artifacts.

Stage 03

Similarity Retarget

Applies translation, rotation, and scaling matrices to align with target form fields.

Stage 04

Retiming & Jitter

Uniform time-scale (0.90x–1.15x) + micro-jitter to evade exact-match DTW filters.

Stage 05

Keystroke Overlay

Grafts a foreign donor's typing cadence onto the spliced mouse path.

Configure CHIMERA Splicing Parameters

A6 Generator

Mouse Donor S1 (Approach Phase)

Mouse Donor S2 (Form Interactivity)

Keystroke Donor S3 (Typing Stream)

Time Scaling & Jitter Factor: 1.05xRange: 0.90x – 1.15x