Havoc Explorer: A Semantic Knowledge Graph of Vulnerabilities
Havoc explorer is a semantic knowledge graph of 611 real vulnerabilities from 11 source classes that captures each bug's mechanism as a directed path.
2026-08-07h4shk4t
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Perspectives on AI, security, and systems.
SDR-Bench: How We Built the First Personalization Benchmark for LLM Agents
Coming soon — a deep-dive into the design decisions behind SDR-Bench, the first benchmark for evaluating personalization in LLM-based sales agents.
2025-08-01h4shk4t
ReEdit: Multimodal Exemplar-Based Image Editing with Diffusion Models
ReEdit is an efficient end-to-end optimization-free framework for exemplar-based image editing. Unlike existing approaches, it doesn't require fine-tuning or optimization during inference time.
2025-05-30h4shk4t