Latest Research in Software Security and Reliability

Top Research Topics in Software Security and Reliability

• Software Engineering — 158 papers
• Cryptography and Security — 144 papers
• Artificial Intelligence — 130 papers
• Computation and Language — 123 papers
• Machine Learning — 72 papers
• Software Engineering Research — 31 papers
• Computer Vision and Pattern Recognition — 23 papers
• Adversarial Robustness in Machine Learning — 22 papers
• Distributed, Parallel, and Cluster Computing — 18 papers
• Topic Modeling — 9 papers

Highest-Cited Papers

1. A Survey on Foundation Models for Personalized Federated Intelligence (1 citations)
2. Token-level defect feedback and alternating optimization for coupled code generation and defect detection with large language models
3. Size Classification for Software Maintenance Projects Through a Simplified Minimalist Machine Learning Algorithm
4. Stress-Testing Byzantine Robustness in Multi-Agent LLM Systems: Adaptive Adversaries and an Alternative Filtering Anchor
5. Stress-Testing Byzantine Robustness in Multi-Agent LLM Systems: Adaptive Adversaries and an Alternative Filtering Anchor
6. Adversarial Attack and Detection in Token‐Pruned Large Vision‐Language Models
7. Can Adversarial Attacks Target Cutting‐Edge Language Models Fine‐Tuned for Hate Speech and Toxicity Detection?—A State‐of‐the‐Art Evaluation and Analysis
8. Federated Learning Applications for Cross Cultural Communication Analysis Through Privacy Preserving Integration of Linguistic and Paralinguistic Feature Extraction
9. Specification Before Generation: A Pre-Registered, Five-Model Paired Evaluation of a Specification Frame for LLM-Generated Code in Money, Time, Idempotency, and Access Tasks
10. Specification Before Generation: A Pre-Registered, Five-Model Paired Evaluation of a Specification Frame for LLM-Generated Code in Money, Time, Idempotency, and Access Tasks
11. CodeAssay: A Multi-Metric Benchmark with Audited Ground Truth for LLM Code Generation
12. CatchBench: When Can an Agent Failure Be Caught?
13. Bug Whisperer: Unleashing LLMs to Craft Context-Aware Tests Guided by Path Constraints and Bug Clues
14. Characterizing and Classifying Self-Admitted Technical Debt in Infrastructure-as-Code
15. Multi-modal artificial intelligence-driven code quality prediction and self-healing automation using self-modulating convolutional neural networks
16. Verify-and-Repair Under Matched Call Budgets: Resampling, Grammar Constraints, and Memory Wiring
17. When Too Many Cooks Spoil the Broth: Three Failure Modes of Multi-Agent LLM Reliability
18. DBLP: Noise bridge consistency distillation for efficient and reliable adversarial purification
19. The Illusion of Topological Compression: Why Persistent Homology Fails as a Real-Time Prompt-Injection Defense (266 citations)
20. Verify-and-Repair Under Matched Call Budgets: Resampling, Grammar Constraints, and Memory Wiring

Sub-Regions

• Software Engineering — 300 papers
• Machine Learning — 195 papers
• Artificial Intelligence — 192 papers
• Computation and Language — 184 papers