Research toolingPython · ML
AEGIS-LOOP
A versioned LoRA/QLoRA and multi-agent pipeline for defensive security research, combining code review, threat modeling, detection engineering, and policy-gated reporting.
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Systems researcheBPF · Go · C
GhostNIC
An eBPF research framework exploring passive packet observation and controlled in-kernel network manipulation on IoT and edge Linux gateways, paired with defensive detection utilities.
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Network securityGo · Linux
EdgeSight
A single-binary passive network detection tool with AF_PACKET capture, behavioral baselining, z-score anomaly detection, ATT&CK-mapped alerts, and an embedded dashboard.
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Network security researcheBPF · Packet systems
QXDP
An eBPF/XDP packet filter using 64-bit payload striding, shingle bloom quantizers, and runtime bytecode synthesis for line-rate polymorphic DDoS mitigation.
Started after a 1 a.m. conversation about whether LLM quantization ideas could work inside XDP packet filters.
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Security researchPython · Policy
PolicyContinuity
A reproducible benchmark for testing whether security policies remain safe and consistent as filesystem state, permissions, and execution context change.
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Network securityPython · QUIC
QUICScope
A reproducible measurement and analysis toolkit for associating encrypted QUIC traffic with observable behavior while making uncertainty explicit.
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