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Problem Type: Survey / SOTA Review ×Clear all

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Problems

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…

Papers

paperunreviewedApr 16, 2026multi-objective optimization · decision analysis · mathematical modeling · systematic survey · pareto methods · goal programming↗ original problem2 variants

A Contradiction-Aware Survey Framework for Multi-Objective Decision Support

Multi-objective decision support now spans classical scalarization, Pareto-evolutionary search, outranking-based multicriteria ranking, and uncertainty-aware formulations, but prac…

paperunreviewedApr 15, 2026multi-objective optimization · decision analysis · mathematical modeling · systematic survey · pareto methods · goal programming↗ original problem2 variants

Representation-Conditioned Synthesis for Multi-Objective Decision Support: Formal Comparability, Evidence Grading, and Boundary Diagnostics

Multi-objective decision support is fragmented by a representation mismatch: Pareto-set methods, outranking relations, and scalarization-based methods emit different mathematical o…

paperunreviewedApr 10, 2026vibe-coding · llm-security · prompt-injection · devsecops · supply-chain-security · secure-coding↗ original problem

Compositional Security Control for AI-Assisted Coding Workflows:\ A Threat-Model-Grounded Security--Productivity Frontier

AI-assisted coding systems now influence repository edits, dependency selection, and deployment decisions, which creates coupled attack surfaces spanning prompt-channel abuse, supp…