LeslieZhang1314

Lab of Applied Security Research (LASR). PhD student at CUHK IE.

UESTC CS-> CUHK IENew Territories, Hong Kong

Pinned Repositories

adversarial-robustness-toolbox
Python library for adversarial attacks and defenses (evasion, poisoning) for neural networks with multiple framework support
Language:Jupyter Notebook00
android-apps-crawler
An extensible crawler for downloading Android applications in third-party markets.
Language:Python00
BinaryNet
Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
Language:Python00
CLEVER-Robustness-Score
Codes for reproducing the robustness evaluation scores in “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach,” ICLR 2018
Language:Python00
CNN-Cert
Codes for reproducing the experimental results in "CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks", published at AAAI 2019
Language:C00
coding-interview-university
A complete computer science study plan to become a software engineer.
00
CompSecAttackLabs
Contains Attack labs
Language:C00
CROWN-Robustness-Certification
CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions
Language:Python00
deep_Mahalanobis_detector
Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".
Language:Python00
detecting-adversarial-samples
Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al. 2017)
Language:Python00

LeslieZhang1314's Repositories

LeslieZhang1314/XDA
LeslieZhang1314/non-profit-blockchain
Builds a blockchain network and application to track donations to non-profit organizations, using Amazon Managed Blockchain
LeslieZhang1314/IPTV.AndroidBox
LeslieZhang1314/neural-mmo
Neural MMO - A Massively Multiagent Game Environment
LeslieZhang1314/ierg6130-assignment
Assignments for course IERG 6130: Reinforcement Learning and Beyond
LeslieZhang1314/notes_cme211
CME211 Notes | Outline ->
LeslieZhang1314/neural-mmo-client
3D Client for https://github.com/jsuarez5341/neural-mmo
LeslieZhang1314/mmdetection
Open MMLab Detection Toolbox and Benchmark
Language:Python
LeslieZhang1314/note
学习笔记整理📚
LeslieZhang1314/deep_Mahalanobis_detector
Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".
Language:Python
LeslieZhang1314/the-unix-workbench
:house_with_garden: A Book for Anyone to Get Started with Unix
Language:CSS
LeslieZhang1314/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Language:Jupyter Notebook
LeslieZhang1314/CNN-Cert
Codes for reproducing the experimental results in "CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks", published at AAAI 2019
Language:C
LeslieZhang1314/adversarial-robustness-toolbox
Python library for adversarial attacks and defenses (evasion, poisoning) for neural networks with multiple framework support
Language:Jupyter Notebook
LeslieZhang1314/lid_adversarial_subspace_detection
Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
Language:Python
LeslieZhang1314/RLexample
Some basic examples of playing with RL
LeslieZhang1314/CompSecAttackLabs
Contains Attack labs
Language:C
LeslieZhang1314/CROWN-Robustness-Certification
CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions
Language:Python
LeslieZhang1314/BinaryNet
Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
Language:Python
LeslieZhang1314/obfuscated-gradients
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
Language:Jupyter Notebook
LeslieZhang1314/coding-interview-university
A complete computer science study plan to become a software engineer.
LeslieZhang1314/CLEVER-Robustness-Score
Codes for reproducing the robustness evaluation scores in “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach,” ICLR 2018
Language:Python
LeslieZhang1314/SqueezeNet
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters
LeslieZhang1314/ZJU_2_2_Information-Security
Course: Information Security in ZJU Time: 2017/03/01 - 2017/07/01 Teacher: HTL
Language:C++
LeslieZhang1314/security-guide-for-developers
Security Guide for Developers (实用性开发人员安全须知)
LeslieZhang1314/detecting-adversarial-samples
Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al. 2017)
Language:Python
LeslieZhang1314/imagenet-validation.torch
Fast and easy testing of imagenet models
Language:Lua
LeslieZhang1314/android-apps-crawler
An extensible crawler for downloading Android applications in third-party markets.
LeslieZhang1314/FitNets
FitNets: Hints for Thin Deep Nets
Language:Python