surrealyz / growtreesLinks
Cost-Aware Robust Tree Ensembles for Security Applications (Usenix Security'21) https://arxiv.org/pdf/1912.01149.pdf
☆18Updated 4 years ago
Alternatives and similar repositories for growtrees
Users that are interested in growtrees are comparing it to the libraries listed below
Sorting:
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆29Updated 3 years ago
- A graph-based deep learning tool that can recognizes the kernel objects from raw memory dumps.☆14Updated 5 years ago
- pytorch version of the SAFE neural network☆55Updated 3 years ago
- Reward Guided Test Generation for Deep Learning☆20Updated 10 months ago
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆28Updated 3 years ago
- The PT tracing portion of Barnum.☆11Updated 6 years ago
- ☆79Updated 5 years ago
- ☆44Updated 3 years ago
- 2020 Machine Learning Security Evasion Competition☆49Updated 4 years ago
- A library for adversarial classifier evasion☆43Updated 10 years ago
- Human-In-The-Loop Automatic Program Repair☆19Updated 5 years ago
- User Guided API Misuse Detection☆29Updated 2 years ago
- On-device Machine Learning model analyzer and extractor for Android Apps, check out our USENIX Security'21 paper "Mind Your Weight(s): A …☆32Updated 3 years ago
- OBsan: An Out-Of-Bound Sanitizer to Harden DNN Executables☆17Updated 2 years ago
- Research papers on ML for security☆34Updated 4 years ago
- ☆85Updated 7 months ago
- ☆23Updated 10 months ago
- ☆40Updated 6 years ago
- Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks☆42Updated 3 years ago
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆51Updated 7 years ago
- ☆99Updated 8 months ago
- ☆65Updated 6 years ago
- Reassembly is Hard: A Reflection on Challenges and Strategies (USENIX Security '23)☆33Updated 5 months ago
- ☆12Updated 4 years ago
- BDA: Practical Dependence Analysis for Binary Executables by Unbiased Whole-program Path Sampling and Per-path Abstract Interpretation☆29Updated 4 years ago
- Proximal Gradient Analysis open source release based on our USENIX Security 2021 paper: "Fine Grained Dataflow Analysis with Proximal Gra…☆32Updated 4 years ago
- Gadget displacement on top of IPR (In-Place Randomization) against Code Reuse Attack☆26Updated 9 years ago
- A set of templates for different academic venues.☆28Updated 6 years ago
- Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer☆88Updated last year
- The Tangled Genealogy of IoT Malware☆12Updated 4 years ago