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 16 cybersecurity threat detection models tracked. The highest-rated is bayer-science-for-a-better-life/data2text-bioleaflets at 32/100 with 29 stars.

Get all 16 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	bayer-science-for-a-better-life/data2text-bioleaflets Biomedical Data-to-Text Generation via Fine-Tuning Transformers	32	Emerging	29	Python
2	mohan-gupta/shell-protect-against-cyber-threats Finding the source code hidden in the text.	29	Experimental	2	Jupyter Notebook
3	yashjakhotiya/Adversarial-Attacks-On-Transformers Exploring vulnerabilities of Transformers-based Malware Detectors to...	25	Experimental	7	Python
4	akash13singh/resilient_nlp MockingBERT: Making Transformer Models Resilient to Adversarial Misspellings	23	Experimental	3	Jupyter Notebook
5	rdpahalavan/nids-transformers Tag Generation and Text Generation Inference for Network Packets using Transformers	22	Experimental	11	Python
6	Vext-Labs-Inc/vext-pentest-7b Open-source 7B language model for autonomous penetration testing — parses...	22	Experimental	1	Python
7	shahariar-shibli/Effectiveness-of-Transformer-Models-on-IoT-Security-Detection-in-StackOverflow-Discussions Effectiveness of Transformer Models on IoT Security Detection in...	22	Experimental	2	Python
8	spignelon/TrustLink_CyberHackathon TrustLink: Detect and safeguard against deceptive URLs. Real-time threat...	15	Experimental	—	Python
9	AmitAK1/Neural-Vulnerability-Scanner CodeBERT + LoRA fine-tuning for C/C++ vulnerability detection \| F1 = 74.3% \|...	14	Experimental	1	Jupyter Notebook
10	philippnormann/malicious-payload-detection 🕵️‍♂️ ML project to identify malicious web payloads, aimed at boosting the...	14	Experimental	15	Jupyter Notebook
11	gayatriiv/novelty-detector transformer-based NLP system to detect semantic contradictions and novelty...	13	Experimental	—	Python
12	RenatoMignone/attack-tactic-recognition-nlp Natural Language Processing (NLP) approach for cybersecurity command...	13	Experimental	—	Jupyter Notebook
13	extremecoder-rgb/Null-Detector Null Result Detection GNN System - A graph neural network (GNN) system...	13	Experimental	—	Python
14	RenatoMignone/AI-Driven-Threat-Detection-Research AI-Driven Threat Detection Research A defense suite leveraging FFNNs, GNNs,...	13	Experimental	—	—
15	acatarinaoaraujo/software-vulnerability-classification An Exploratory Examination Of Software Vulnerability Classification Using...	11	Experimental	1	Jupyter Notebook
16	ArponRoy7/ML-IDS-IoT ML-based Intrusion Detection System for IoT Networks using ML, CNN, and...	11	Experimental	2	Python