{"list":"other","total":77,"rows":[{"id":"1810.04805","title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding","created":"2018-10-11","cited_by_count":40399},{"id":"2302.13971","title":"LLaMA: Open and Efficient Foundation Language Models","created":"2023-02-27","cited_by_count":14132},{"id":"2205.11916","title":"Large Language Models are Zero-Shot Reasoners","created":"2022-05-24","cited_by_count":4374},{"id":"1406.1078","title":"Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation","created":"2014-06-03","cited_by_count":4057},{"id":"2203.13474","title":"CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis","created":"2022-03-25","cited_by_count":885},{"id":"2310.03714","title":"DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines","created":"2023-10-05","cited_by_count":832},{"id":"2306.08568","title":"WizardCoder: Empowering Code Large Language Models with Evol-Instruct","created":"2023-06-14","cited_by_count":733},{"id":"2108.09293","title":"Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions","created":"2021-08-20","cited_by_count":431},{"id":"1909.03496","title":"Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks","created":"2019-09-08","cited_by_count":272},{"id":"2106.05237","title":"Knowledge distillation: A good teacher is patient and consistent","created":"2021-06-09","cited_by_count":259},{"id":"2211.03622","title":"Do Users Write More Insecure Code with AI Assistants?","created":"2022-11-07","cited_by_count":192},{"id":"2302.05319","title":"Large Language Models for Code: Security Hardening and Adversarial Testing","created":"2023-02-10","cited_by_count":155},{"id":"2009.07235","title":"Deep Learning based Vulnerability Detection: Are We There Yet?","created":"2020-09-03","cited_by_count":144},{"id":"2403.18624","title":"Vulnerability Detection with Code Language Models: How Far Are We?","created":"2024-03-27","cited_by_count":139},{"id":"2007.02220","title":"You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion","created":"2020-07-05","cited_by_count":131},{"id":"2405.17238","title":"IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities","created":"2024-05-27","cited_by_count":103},{"id":"2312.12575","title":"LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks","created":"2023-12-19","cited_by_count":97},{"id":"2208.09727","title":"Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants","created":"2022-08-20","cited_by_count":91},{"id":"1908.09878","title":"Slither: A Static Analysis Framework For Smart Contracts","created":"2019-08-26","cited_by_count":89},{"id":"2308.00121","title":"Getting pwn'd by AI: Penetration Testing with Large Language Models","created":"2023-07-24","cited_by_count":83},{"id":"2304.09655","title":"How Secure is Code Generated by ChatGPT?","created":"2023-04-19","cited_by_count":81},{"id":"2402.09497","title":"Instruction Tuning for Secure Code Generation","created":"2024-02-14","cited_by_count":68},{"id":"2204.04741","title":"Is GitHub's Copilot as Bad as Humans at Introducing Vulnerabilities in Code?","created":"2022-04-10","cited_by_count":67},{"id":"2308.03314","title":"GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis","created":"2023-08-07","cited_by_count":65},{"id":"2301.02344","title":"TrojanPuzzle: Covertly Poisoning Code-Suggestion Models","created":"2023-01-06","cited_by_count":60},{"id":"2311.16169","title":"Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities","created":"2023-11-16","cited_by_count":59},{"id":"2106.10478","title":"Vulnerability Detection with Fine-grained Interpretations","created":"2021-06-19","cited_by_count":56},{"id":"2309.14049","title":"How Novices Use LLM-Based Code Generators to Solve CS1 Coding Tasks in a Self-Paced Learning Environment","created":"2023-09-25","cited_by_count":56},{"id":"2302.04012","title":"CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models","created":"2023-02-08","cited_by_count":55},{"id":"2305.18607","title":"How Effective Are Neural Networks for Fixing Security Vulnerabilities","created":"2023-05-29","cited_by_count":52},{"id":"2308.12697","title":"Prompt-Enhanced Software Vulnerability Detection Using ChatGPT","created":"2023-08-24","cited_by_count":51},{"id":"2310.01152","title":"Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives","created":"2023-10-02","cited_by_count":48},{"id":"2308.04838","title":"No Need to Lift a Finger Anymore? Assessing the Quality of Code Generation by ChatGPT","created":"2023-08-09","cited_by_count":47},{"id":"2406.12934","title":"Current state of LLM Risks and AI Guardrails","created":"2024-06-16","cited_by_count":46},{"id":"2310.12357","title":"Large Language Models for Code Analysis: Do LLMs Really Do Their Job?","created":"2023-10-18","cited_by_count":45},{"id":"2310.09810","title":"ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We?","created":"2023-10-15","cited_by_count":44},{"id":"2309.05520","title":"When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?","created":"2023-09-11","cited_by_count":42},{"id":"2404.02525","title":"Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead","created":"2024-04-03","cited_by_count":42},{"id":"1902.06111","title":"Getafix: Learning to Fix Bugs Automatically","created":"2019-02-16","cited_by_count":41},{"id":"2401.17010","title":"Finetuning Large Language Models for Vulnerability Detection","created":"2024-01-30","cited_by_count":40},{"id":"2204.03214","title":"Transformer-Based Language Models for Software Vulnerability Detection","created":"2022-04-07","cited_by_count":39},{"id":"2311.00889","title":"SALLM: Security Assessment of Generated Code","created":"2023-11-01","cited_by_count":39},{"id":"2310.02059","title":"Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study","created":"2023-10-03","cited_by_count":38},{"id":"2104.08308","title":"Neural Transfer Learning for Repairing Security Vulnerabilities in C Code","created":"2021-04-16","cited_by_count":36},{"id":"2308.04451","title":"Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks","created":"2023-08-04","cited_by_count":33},{"id":"2402.17230","title":"Chain-of-Thought Prompting of Large Language Models for Discovering and Fixing Software Vulnerabilities","created":"2024-02-27","cited_by_count":31},{"id":"2311.11177","title":"Assessing the Security of GitHub Copilot Generated Code -- A Targeted Replication Study","created":"2023-11-18","cited_by_count":26},{"id":"2404.14459","title":"LLMs in Web Development: Evaluating LLM-Generated PHP Code Unveiling Vulnerabilities and Limitations","created":"2024-04-21","cited_by_count":22},{"id":"2405.15690","title":"A Case Study of LLM for Automated Vulnerability Repair: Assessing Impact of Reasoning and Patch Validation Feedback","created":"2024-05-24","cited_by_count":22},{"id":"2112.10893","title":"VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements","created":"2021-12-20","cited_by_count":20},{"id":"2311.06530","title":"Exploring ChatGPT's Capabilities on Vulnerability Management","created":"2023-11-11","cited_by_count":19},{"id":"2404.15596","title":"VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection","created":"2024-04-24","cited_by_count":19},{"id":"2406.12513","title":"Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs","created":"2024-06-18","cited_by_count":19},{"id":"2408.13597","title":"APPATCH: Automated Adaptive Prompting Large Language Models for Real-World Software Vulnerability Patching","created":"2024-08-24","cited_by_count":19},{"id":"2407.16235","title":"Comparison of Static Application Security Testing Tools and Large Language Models for Repo-level Vulnerability Detection","created":"2024-07-23","cited_by_count":18},{"id":"2312.06227","title":"Poisoned ChatGPT Finds Work for Idle Hands: Exploring Developers' Coding Practices with Insecure Suggestions from Poisoned AI Models","created":"2023-12-11","cited_by_count":17},{"id":"2403.19096","title":"SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection","created":"2024-03-28","cited_by_count":17},{"id":"2405.15614","title":"Harnessing Large Language Models for Software Vulnerability Detection: A Comprehensive Benchmarking Study","created":"2024-05-24","cited_by_count":17},{"id":"2408.16400","title":"Outside the Comfort Zone: Analysing LLM Capabilities in Software Vulnerability Detection","created":"2024-08-29","cited_by_count":16},{"id":"2308.10345","title":"Can Large Language Models Find And Fix Vulnerable Software?","created":"2023-08-20","cited_by_count":15},{"id":"2309.09826","title":"Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding","created":"2023-09-18","cited_by_count":14},{"id":"2401.01269","title":"LLbezpeky: Leveraging Large Language Models for Vulnerability Detection","created":"2024-01-02","cited_by_count":13},{"id":"2403.15600","title":"Just another copy and paste? Comparing the security vulnerabilities of ChatGPT generated code and StackOverflow answers","created":"2024-03-22","cited_by_count":13},{"id":"2405.01202","title":"DLAP: A Deep Learning Augmented Large Language Model Prompting Framework for Software Vulnerability Detection","created":"2024-05-02","cited_by_count":13},{"id":"2308.11237","title":"Distinguishing Look-Alike Innocent and Vulnerable Code by Subtle Semantic Representation Learning and Explanation","created":"2023-08-22","cited_by_count":11},{"id":"2401.03741","title":"Enhanced Automated Code Vulnerability Repair using Large Language Models","created":"2024-01-08","cited_by_count":10},{"id":"2308.14434","title":"Using ChatGPT as a Static Application Security Testing Tool","created":"2023-08-28","cited_by_count":8},{"id":"2404.00287","title":"Evaluating Large Language Models for Line-Level Vulnerability Localization","created":"2024-03-30","cited_by_count":7},{"id":"2408.10495","title":"How Well Do Large Language Models Serve as End-to-End Secure Code Agents for Python?","created":"2024-08-20","cited_by_count":7},{"id":"2406.18894","title":"Assessing the Effectiveness of LLMs in Android Application Vulnerability Analysis","created":"2024-06-27","cited_by_count":6},{"id":"2407.16576","title":"Beyond Static Pattern Matching? Rethinking Automatic Cryptographic API Misuse Detection in the Era of LLMs","created":"2024-07-23","cited_by_count":6},{"id":"2102.06909","title":"Why Security Defects Go Unnoticed during Code Reviews? A Case-Control Study of the Chromium OS Project","created":"2021-02-13","cited_by_count":5},{"id":"2403.12446","title":"On the effectiveness of Large Language Models for GitHub Workflows","created":"2024-03-19","cited_by_count":5},{"id":"2406.06164","title":"Time to Separate from StackOverflow and Match with ChatGPT for Encryption","created":"2024-06-10","cited_by_count":3},{"id":"2405.03927","title":"Codexity: Secure AI-assisted Code Generation","created":"2024-05-07","cited_by_count":2},{"id":"2409.18395","title":"Code Vulnerability Repair with Large Language Model using Context-Aware Prompt Tuning","created":"2024-09-27","cited_by_count":2},{"id":"2408.00197","title":"Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models","created":"2024-07-31","cited_by_count":1}],"next_cursor":null}