Cybersecurity Threat Detection Transformer Models

Tools and models for detecting security threats including malware, vulnerabilities, intrusions, and network attacks using transformer-based NLP and ML approaches. Does NOT include general cybersecurity frameworks, vulnerability databases, or non-ML security tools.

There are 15 cybersecurity threat detection models tracked. The highest-rated is koudounasalkis/PoliToHFI-SemEval2023-Task6 at 30/100 with 6 stars.

Get all 15 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=cybersecurity-threat-detection&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Model	Score	Tier	Stars	Language
1	koudounasalkis/PoliToHFI-SemEval2023-Task6 This repository contains the code for the paper "PoliToHFI at SemEval-2023 Task 6"	30	Emerging	6	Python
2	bayer-science-for-a-better-life/data2text-bioleaflets Biomedical Data-to-Text Generation via Fine-Tuning Transformers	25	Experimental	29	Python
3	mohan-gupta/shell-protect-against-cyber-threats Finding the source code hidden in the text.	22	Experimental	2	Jupyter Notebook
4	Vext-Labs-Inc/vext-pentest-7b Open-source 7B language model for autonomous penetration testing — parses...	20	Experimental	1	Python
5	rdpahalavan/nids-transformers Tag Generation and Text Generation Inference for Network Packets using Transformers	19	Experimental	11	Python
6	alazkiyai09/privacy-preserving-phishing-detection Federated phishing detection system using collaborative ML for enhanced...	19	Experimental	—	Python
7	yashjakhotiya/Adversarial-Attacks-On-Transformers Exploring vulnerabilities of Transformers-based Malware Detectors to...	18	Experimental	7	Python
8	akash13singh/resilient_nlp MockingBERT: Making Transformer Models Resilient to Adversarial Misspellings	16	Experimental	3	Jupyter Notebook
9	shahariar-shibli/Effectiveness-of-Transformer-Models-on-IoT-Security-Detection-in-StackOverflow-Discussions Effectiveness of Transformer Models on IoT Security Detection in...	15	Experimental	2	Python
10	spignelon/TrustLink_CyberHackathon TrustLink: Detect and safeguard against deceptive URLs. Real-time threat...	13	Experimental	—	Python
11	AmitAK1/Neural-Vulnerability-Scanner CodeBERT + LoRA fine-tuning for C/C++ vulnerability detection \| F1 = 74.3% \|...	12	Experimental	1	Jupyter Notebook
12	RenatoMignone/attack-tactic-recognition-nlp Natural Language Processing (NLP) approach for cybersecurity command...	11	Experimental	—	Jupyter Notebook
13	gayatriiv/novelty-detector transformer-based NLP system to detect semantic contradictions and novelty...	11	Experimental	—	Python
14	RenatoMignone/AI-Driven-Threat-Detection-Research AI-Driven Threat Detection Research A defense suite leveraging FFNNs, GNNs,...	11	Experimental	—	—
15	extremecoder-rgb/Null-Detector Null Result Detection GNN System - A graph neural network (GNN) system...	11	Experimental	—	Python