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problemcanceledApr 27, 2026Survey / SOTA Reviewprompt-injection · llm-security · ai-coding-agents · agentic-systems · secure-sdlc · mcp-security · rag-security · tool-calling · ci-cd-security · supply-chain-security · red-teaming · policy-as-code

Secure AI-Assisted Software Engineering: A Technical Survey of Prompt Injection Defense, Tool-Use Security, and Agentic SDLC Hardening

Modern LLM coding assistants have evolved into tool-using agents that can read repositories, execute commands, modify infrastructure, and trigger external side effects, expanding t…

problemsolvedApr 10, 2026Survey / SOTA Reviewmulti-objective optimization · decision analysis · mathematical modeling · systematic survey · pareto methods · goal programming↗ view paper2 variants

Survey of Mathematical Methods for Multi-Objective Decision Support

Decision-makers in engineering, policy, economics, and operations often face trade-offs among conflicting objectives, yet method selection remains fragmented across disciplines. Th…

problemsolvedApr 9, 2026Survey / SOTA Reviewvibe-coding · llm-security · prompt-injection · devsecops · supply-chain-security · secure-coding↗ view paper

Security Threat Model and Mitigations for Vibe Coding Workflows

LLM-assisted “vibe coding” accelerates software delivery but introduces new attack surfaces beyond traditional secure SDLC risks. This project will build a practical threat model f…