LLM vs. SAST: a Technical Analysis on Detecting Coding Bugs of GPT4-Advanced Data Analysis

With the rapid advancements in Natural Language Processing NLP, large language models LLMs like GPT-4 have gained significant traction in diverse applications, including security vulnerability scanning. This paper investigates the efficacy of GPT-4 in identifying software vulnerabilities compared...

When GPT Spills the Tea: Comprehensive Assessment of Knowledge File Leakage in GPTs

Knowledge files have been widely used in large language model LLM agents, such as GPTs, to improve response quality. However, concerns about the potential leakage of knowledge files have grown significantly. Existing studies demonstrate that adversarial prompts can induce GPTs to leak knowledge...

CVE-2024-10100

A path traversal vulnerability exists in binary-husky/gptacademic version 3.83. The vulnerability is due to improper handling of the file parameter, which is open to path traversal through URL encoding. This allows attackers to view any file on the host system, including sensitive files such as...

CVE-2024-54306

Cross-Site Request Forgery CSRF vulnerability in aitool AIKCT Engine Chatbot, ChatGPT, Gemini, GPT-4o Best AI Chatbot ai-seo-translator allows Cross Site Request Forgery.This issue affects AIKCT Engine Chatbot, ChatGPT, Gemini, GPT-4o Best AI Chatbot: from n/a through = 1.6.2...

CVE-2023-37273

Auto-GPT is an experimental open-source application showcasing the capabilities of the GPT-4 language model. Running Auto-GPT version prior to 0.4.3 by cloning the git repo and executing docker compose run auto-gpt in the repo root uses a different docker-compose.yml file from the one suggested i...

CVE-2023-51528

Cross-Site Request Forgery CSRF vulnerability in Senol Sahin AI Power: Complete AI Pack – Powered by GPT-4.This issue affects AI Power: Complete AI Pack – Powered by GPT-4: from n/a through 1.8.12...

ACSE-Eval: Can LLMs Threat Model Real-World Cloud Infrastructure?

While Large Language Models have shown promise in cybersecurity applications, their effectiveness in identifying security threats within cloud deployments remains unexplored. This paper introduces AWS Cloud Security Engineering Eval, a novel dataset for evaluating LLMs cloud security threat...

Privacy-Preserving Transformers: SwiftKey'S Differential Privacy Implementation

In this paper we train a transformer using differential privacy DP for language modeling in SwiftKey. We run multiple experiments to balance the trade-off between the model size, run-time speed and accuracy. We show that we get small and consistent gains in the next-word-prediction and accuracy...

CVE-2025-4218

A vulnerability was found in handrew browserpilot up to 0.2.51. It has been declared as critical. Affected by this vulnerability is the function GPTSeleniumAgent of the file browserpilot/browserpilot/agents/gptseleniumagent.py. The manipulation of the argument instructions leads to code injection...

Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems

This study examines vulnerabilities in transformer-based automated short-answer grading systems used in medical education, with a focus on how these systems can be manipulated through adversarial gaming strategies. Our research identifies three main types of gaming strategies that exploit the...

PT-2025-18141

Name of the Vulnerable Software and Affected Versions huggingface/transformers library version v4.48.1 Description A Regular Expression Denial of Service ReDoS vulnerability was identified in the huggingface/transformers library, specifically in the file tokenization gpt neox japanese.py of the...

GPT Academic Command Injection Vulnerability (CNVD-2025-22740)

GPT Academic is an interface that provides pragmatic interactions for LLM grand language models such as GPT/GLM. GPT Academic suffers from a command injection vulnerability that stems from improper handling of user-supplied prompts in the manim plugin, which can be exploited by an attacker to cau...

GPT Academic Code Issue Vulnerability

GPT Academic is an interface that provides pragmatic interactions for LLM grand language models such as GPT/GLM. GPT Academic suffers from a code issue vulnerability that arises from unsafe deserialization of serialized data received from users by the Latex English Error Correction Plugin feature...

GPT Academic Remote Code Execution Vulnerability

GPT Academic is an interface that provides pragmatic interactions for LLM grand language models such as GPT/GLM. GPT Academic suffers from a remote code execution vulnerability that stems from not properly validating a user-supplied RAR file, which can be exploited by an attacker to cause remote...

GPT Academic Command Injection Vulnerability

GPT Academic is an interface that provides pragmatic interactions for LLM grand language models such as GPT/GLM. GPT Academic suffers from a command injection vulnerability that stems from a security issue with the CodeInterpreter plugin, which can be exploited by an attacker to achieve Remote Co...

GPT Academic path traversal vulnerability (CNVD-2025-22731)

GPT Academic is an interface that provides pragmatic interactions for LLM grand language models such as GPT/GLM. GPT Academic suffers from a path traversal vulnerability that can be exploited by an attacker to disclose sensitive information...

GPT Academic Server-Side Request Forgery Vulnerability

GPT Academic is an interface that provides pragmatic interactions for LLM grand language models such as GPT/GLM. GPT Academic suffers from a server-side request forgery vulnerability that can be exploited by an attacker to cause an application to access any URL, including internal services, and...

GPT Academic Denial of Service Vulnerability

GPT Academic is an interface that provides pragmatic interactions for LLM grand language models such as GPT/GLM. GPT Academic suffers from a denial of service vulnerability that can be exploited by an attacker to cause a regular expression denial of service attack...

GPT Academic Open Redirect Vulnerability

GPT Academic is an interface that provides pragmatic interactions for LLM grand language models such as GPT/GLM. GPT Academic suffers from an open redirection vulnerability that originates from a user redirecting to a URL specified by the user-controlled file parameter without proper validation o...

GPT Academic Access Control Error Vulnerability

GPT Academic is an interface that provides pragmatic interactions for LLM grand language models such as GPT/GLM. GPT Academic suffers from an Access Control Error vulnerability that could be exploited by an attacker to cause unauthorized operations...