Research / ThreatBytes
Super Intelligence for novel malware research.
Agentic SI, neural networks, behavioural analysis and cognitive reasoning for detecting previously unseen malware.
- Role
- Founder & Principal Researcher
- Status
- VECTOR SI v1 in development
- Affiliation
- To be confirmed
01 · Background
The knowledge gap
02 · Method
Four phases
Phase 1
Data
[summary · placeholder]
Phase 2
Model design
[summary · placeholder]
Phase 3
Proactive defence
[summary · placeholder]
Phase 4
Evaluation
vs Snort/Suricata with explainable SI
03 · Corpus
110M+unique historical specimens
100Mplanned ingest, 2027–2032
04 · VECTOR SI
VECTOR SI roadmap
Versatile Engine for Cognitive Threat Observation & Response.
VECTOR SI v1
In development
VECTOR SI v2
VECTOR SI v3
VECTOR SI v4
VECTOR SI v5
VECTOR SI v6
05 · Transcript
Analyst session
Illustrative — not a real sessionanalyst> [placeholder prompt] vector> [placeholder response] ...
06 · Positioning
Positioning vs baselines
Research targets, not current scores| System | Metric | Metric | Metric |
|---|---|---|---|
| Snort | |||
| Suricata | |||
| VECTOR SI (target) |