research-artifact

Historical Windows temporal memory-state research artifact for studying time-bound memory observations, validation limits, and defensive visibility.

PCBench: Benchmark for Python API parameter compatibility issues

Code, data, and ontologies for FAOS research papers on ontology-powered enterprise AI agent verification (RA-3 neurosymbolic, RA-6 trust certification).

Artifact for "Love, Lies, and Language Models" (USENIX Security '26) — evaluating whether commercial content moderation detects romance-baiting fraud. It largely doesn't.

Official artifact for MoSim, a trace-driven GPU-cluster simulator with dynamic network contention modeling (IEEE MASCOTS 2026).

Research artifact for One QK Channel, Many Sources (arXiv:2608.02091)

Reproducibility bundle for the paper 'One Prediction Set, Two Reported Results: Provenance Linkage and a Reproducible Benchmark-Audit Sequence for AI-Text Detection'. Seven-step audit sequence, executable checks, sanitized per-item predictions with SHA-256 manifest.

Companion artefact to the MODELS 2026 (NIER) paper. Does epistemic metadata change how AI consumers answer derivation questions over an MBSE model? 3 LLMs x 120 judged answers over the public Apollo 11 SysML v2 model. doi:10.1145/3822455.3838783

Dynamic WebAssembly analysis and coverage-guided fuzzing of live websites. Artifact for the ISSTA 2025 paper "Wemby's web: Hunting for Memory Corruption in WebAssembly".

Reproducibility artifact for the Neurips Workshop: LIGHT on quantization and cue-conditioned reasoning: frozen trials, 15 generation files, 3,078 automated judgments, human annotations, and analysis code

Authorized security-research lab reproducing CVE-2025-46820 (GHSA-cwj7-6v67-2cm4): GITHUB_TOKEN persisted into publicly downloadable CI artifacts in phpgt/Dom. Snapshot of phpgt/Dom @ b73d7e8.

Containerized multi-agent pipeline turning raw Nmap/Nikto/ZAP output into grounded vulnerability intelligence: regex normalisation → TF-IDF/LogReg classification → local Llama-3.2-3B enrichment → FAISS RAG reporting. Replication package for a paper submitted to MDPI Journal of Cybersecurity and Privacy.

Security-research lab reproducing CVE-2026-45132 (pwn request via pull_request_target chart-name injection in generate-schema.yaml) — snapshot of CloudPirates-io/helm-charts @ 9f5a7186

EmoHarness (NLPCC 2026): diagnosing candidate-selection headroom in exact-match social reasoning. One command reproduces all 106 reported checks — no GPU, no API, no LLM judge.

Authorized security-research lab: reproduction of CVE-2026-39866 (GHSA-9prc-pp2c-3427) — workflow_dispatch input template injection in .github/workflows/release_update.yml of LawnchairLauncher/lawnchair @ b089bae8c007f36a8ce0346725182a107d97cd05. Snapshot pinned to the vulnerable commit; owner-gated sign-info step retargeted for the lab.

Experimental Python runtime for validation-gated program synthesis and adaptive search: multi-level meta-learning (meta-meta loops), analogical transfer, grammar-mediated expansion, anti-cheat verifiers, sealed evaluations, rollback-sensitive self-modification. Bounded adaptive improvement, not unrestricted recursive self-improvement.

Cross-architecture benchmark of NIST post-quantum signature algorithms against RSA and ECDSA on x86_64 and ARM. Artifact for a paper under review at SSCAD 2026.

Historical lab prototype / archive — not a product.

JSON Schema for decision events as governance evidence units in automated decision and real-time risk systems. MIT.

A bank-agnostic fraud-intelligence layer that learns risk thresholds across banks without any bank sharing its data — with the evaluation that says exactly how far that claim has been tested.