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Search results for machine learning security
machine-learning
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security
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114 search results found
Cs Video Courses
⭐
62,887
List of Computer Science courses with video lectures.
Nmap
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8,812
Nmap - the Network Mapper. Github mirror of official SVN repository.
Awesome Ml For Cybersecurity
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6,564
:octocat: Machine Learning for Cyber Security
Cleverhans
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6,068
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Textattack
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2,597
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Machine_learning_security
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1,714
Source code about machine learning and security.
Ai For Security Learning
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1,571
安全场景、基于AI的安全算法和安全数据分析业界实践
Awesome Federated Machine Learning
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1,425
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Advbox
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1,344
Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
Dataprofiler
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1,310
What's in your data? Extract schema, statistics and entities from datasets
Advertorch
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1,271
A Toolbox for Adversarial Robustness Research
Machine Learning For Cyber Security
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1,231
Curated list of tools and resources related to the use of machine learning for cyber security
Graph Fraud Detection Papers
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1,148
A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
Awesome Fl
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1,103
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
Flowmeter
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1,058
⭐ ⭐ Use ML to classify flows and packets as benign or malicious. ⭐ ⭐
Zmninja
⭐
954
High performance, cross platform ionic app for Home/Commerical Security Surveillance using ZoneMinder
Graph Adversarial Learning Literature
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772
A curated list of adversarial attacks and defenses papers on graph-structured data.
Awesome Cybersecurity Datasets
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765
A curated list of amazingly awesome Cybersecurity datasets
Dgfraud
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432
A Deep Graph-based Toolbox for Fraud Detection
Poseidon
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405
Poseidon is a python-based application that leverages software defined networks (SDN) to acquire and then feed network traffic to a number of machine learning techniques. The machine learning algorithms classify and predict the type of device.
Workshops
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362
Workshops organized to introduce students to security, AI, blockchain, AR/VR, hardware and software
Machine Learning Diff Private Federated Learning
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339
Simulate a federated setting and run differentially private federated learning.
Voicebook
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325
🗣️ A book and repo to get you started programming voice computing applications in Python (10 chapters and 200+ scripts).
Credential Digger
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287
A Github scanning tool that identifies hardcoded credentials while filtering the false positive data through machine learning models 🔒
Aijack
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283
Security and Privacy Risk Simulator for Machine Learning
Mastering Machine Learning For Penetration Testing
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280
Mastering Machine Learning for Penetration Testing, published by Packt
Mc2
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268
A Platform for Secure Analytics and Machine Learning
Openuba
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264
A robust, and flexible open source User & Entity Behavior Analytics (UEBA) framework used for Security Analytics. Developed with luv by Data Scientists & Security Analysts from the Cyber Security Industry. [PRE-ALPHA]
Fickling
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241
A Python pickling decompiler and static analyzer
Backdoors101
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231
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
Awesome Adversarial Examples Dl
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202
A curated list of awesome resources for adversarial examples in deep learning
Book Resources
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181
Cloud Sniper
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176
Cloud Security Operations Orchestrator
Opaque Sql
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171
An encrypted data analytics platform
Mlsec
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168
PhD/MSc course on Machine Learning Security (Univ. Cagliari)
Secml_malware
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168
Create adversarial attacks against machine learning Windows malware detectors
Breaching
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143
Breaching privacy in federated learning scenarios for vision and text
Sentrypeer
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142
Protect your SIP Servers from bad actors at https://sentrypeer.org
Care Gnn
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127
Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters
Antimalwareapp
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126
Anti-malware for Android using machine learning
Detectlm
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113
Detecting Lateral Movement with Machine Learning
Cloud Clubs Learner Library
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104
A library for learners! Whether or not you're a part of AWS Cloud Clubs, take a look in this library for free, open, leveled content for students 18+ worldwide
Secml
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100
A Python library for Secure and Explainable Machine Learning
Ebooks
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100
A repository for ebooks, including C, C plus plus, Linux Kernel, Compiler, OS, Algorithm, Security, Database, Network, ML and DL
Url Classification
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98
Machine learning to classify Malicious (Spam)/Benign URL's
Cyber Security
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89
Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities
Secure Xgboost
⭐
86
Secure collaborative training and inference for XGBoost.
Awesome Mlsecops
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86
A curated list of MLSecOps tools, articles and other resources on security applied to Machine Learning and MLOps systems.
Open Source Handbook
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81
⭐️ Open source projects for all skill levels
Cade
⭐
81
Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications
Plexiglass
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79
A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).
Phishing Website Detection
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78
It is a project of detecting phishing websites which are main cause of cyber security attacks. It is done using Machine learning with Python
Nash Detect
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74
Code for KDD 2020 paper Robust Spammer Detection by Nash Reinforcement Learning
Suspicious_login
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73
Detect and warn about suspicious IPs logging into Nextcloud
Malware_api_class
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72
Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API calls analysis for cyber security researchers
Whitehat
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66
Information about my experiences in cybersecurity 💀
Sec Ml
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65
security machine learning
Datarisk Detection Resources
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60
机器学习+大数据+数据安全:数据安全ai智能风险监测,风控,反欺诈资料收集,致力于打造智能数据安全领 Machine learning + big data + data security: data security AI intelligent risk monitoring, risk control data collection, is committed to building a leading learning database in the field of intelligent data security, collection is not easy, welcome star.
Machine Learning For High Risk Applications Book
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60
Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications
Owasp Seraphimdroid
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60
OWASP Seraphimdroid is an open source project with aim to create, as a community, an open platform for education and protection of Android users against privacy and security threats.
Federated Xgboost
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60
Federated gradient boosted decision tree learning
Blog
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59
Your internal mediocrity is the moment when you lost the faith of being excellent. Just do it.
Dgfraud Tf2
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57
A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X
A Detector
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56
⭐ An anomaly-based intrusion detection system.
Melissa
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53
Messaging Layer Security (MLS) implementation in Rust
Fxy
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53
Security-Scenes-Feature-Engineering-Toolkit, Continuous Integration.一款安全数据特征化工具
Cyber Matrix Ai
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53
Collection of cyber security and "AI" relevant topics
Machine Learning For Security
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52
machine learning for security
Cs259d_notes_hw_cn
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48
本笔记是对课程CS 259D中涉及的论文和讲义的扩展,建议阅读原始论文和讲义。
Machinelearning
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45
Threatreportextractor
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44
Extracting Attack Behavior from Threat Reports
Malware Revealer
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43
Spot malwares using Machine Learning techniques
Warping Based_backdoor_attack Release
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42
WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)
Datashark
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41
dataShark is a Security & Network Event Analytics Framework built on Apache Spark
Vulture Base
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38
Vulture 4 base system and bootstrap scripts
Malwaregan
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38
Visualizing malware behavior, and proactive protection using GANs against zero-day attacks.
Pypuf
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36
Cryptanalysis of Physically Unclonable Functions
Athena
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34
Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks
Aisec
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34
Cybersecurity of Machine Learning and Artificial Intelligence
Surnames
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28
Surnames dispersion around the world which sorted by population
Drynx
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27
Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets
Atlas Data
⭐
26
ATLAS tactics, techniques, and case studies data
Ml_cybersecurity
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26
:octocat: Machine Learning for Cyber Security
Sml Security
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26
MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering
Assap
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21
Anti Shoulder Surfing Attack Platform (ASSAP)
Darwin
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21
Darwin C++ and Python Machine Learning Framework for Cyber Security
Ml Model Watermarking
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20
Protect your machine learning models easily and securely with watermarking 🔑
Ml4sec Papers
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18
Research papers on ML for security
Dirtyhash
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18
Open source project to help the Web3 community fight frauds and scams.
Hardware_performance_counters_can_detect_malware_myth_or_fact
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18
Code and Data for AisaCCS 2018 paper: Hardware Performance Counters Can Detect Malware: Myth or Fact?
Learn For Free
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15
All the best resources & recommendations from the fn+geeks community.
Face And Gesture Lock
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15
Face and Air Gesture Lock for enhanced security.
Cs259d_notes_hw
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14
The notes are the supplement to papers and handouts of CS 259D
Machine Learning For Cyber Security
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14
Machine Learning for Cyber Security
Aisecuritycamera
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14
A simple Security Camera example which detects motion and perform face recognition
Ancile
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14
Implementing use-based privacy for ubiquitous computing.
Labelled Datasets
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12
Web3 threat related labelled datasets for data analysis and machine learning developments.
Phishytics Machine Learning For Phishing
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12
Machine Learning for Phishing Website Detection
Leetspeek
⭐
12
Open and collaborative content from leet hackers!
Membership_inference_attack
⭐
10
🔒 Implementation of Shokri et al(2016) "Membership Inference Attacks against Machine Learning Models"
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