Awesome-model-inversion-attack
[arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
https://github.com/AndrewZhou924/Awesome-model-inversion-attack
Last synced: 6 days ago
JSON representation
-
Computer vision domain
-
**Outlines of this repo:**
- ECML PKDD 2021
- ECML PKDD 2021
- ECML PKDD 2021
- ECML PKDD 2021
- ECML PKDD 2021
- ECML PKDD 2021
- ECML PKDD 2021
- ECML PKDD 2021
- ECML PKDD 2021
- KDD 2022
- USENIX Security 2022 - Doctor)
- TIFS 2022
- TIFS 2022
- WACV 2022
- ECCV 2022
- WPES 2022 - erdogan/unsplit)
- CVPR 2022 - kahla/Label-Only-Model-Inversion-Attacks-via-Boundary-Repulsion)
- CVPR 2022
- TDSC 2023
- ICML 2022
- ICLR Workshop 2021 - Inversion-SplitNN)
- ICDE 2021 - vfl)
- DAC 2021
- CSR Workshops 2021
- ECML PKDD 2021
- APSIPA 2021
- CCS 2021 - dario/SplitNN_FSHA)
- CSR 2021
- CVPR 2020
- NDSS 2025 - gradient.github.io/)
- ICML 2024 - Hu/SMI)
- AAAI 2023 - mi-attack)
- TDSC 2023
- CVPR 2024 - DMI)
- ICLR 2024 - and-Play-Attacks)
- ICASSP 2023
- IEEE Transactions on Information Forensics and Security 2023
- CVPR 2023 - THU/PairedLogitsInversion)
- TDSC 2023
- CVPR 2023 - MI)
- CVPR 2023 - visual-computing-group/Re-thinking_MI)
- AAAI 2023
- CCS 2023
- IoT-J 2020
- ICLR 2020
- arXiv 2020
- APSIPA ASC 2020
- USENIX Security 2020
- Globecom 2020
- Big Data 2020
- AdvML 2020
- AAAI 2020
- arXiv 2020
- arXiv 2019
- ACSAC 2019
- CCS 2019 - MIA)
- ACSAC 2019
- GLSVLSI 2019
- arXiv 2019
- ICML 2022 - and-Play-Attacks)
- NDSS 2022
- SP 2022
- BMVC 2022
- NeurIPS 2022
- KDD 2022
- NeurIPS 2021
- ICCV 2021
- ICCV 2021 - Enriched-DMI)
- AAAI 2021
- CVPR 2020
- CVPR 2016
- CSF 2018
- CCS 2017 - model-remember)
- PST 2017
- NeurIPS 2016
- CSF 2016
- CVPR 2015
- IJCAI 2015 - Model-Fitting-under-Differential-Privacy-and-Model-Inversion-Attack-Source-Code)
- CCS 2015 - 2016.zip) [[code2]](https://github.com/yashkant/Model-Inversion-Attack) [[code3]](https://github.com/zhangzp9970/MIA) [[code4]](https://github.com/sarahsimionescu/simple-model-inversion)
- ICLR 2014
- ICLR 2014
- USENIX Security 2014
- ECML PKDD 2021
- ECML PKDD 2021
- ECML PKDD 2021
- ECML PKDD 2021
- CVPR 2023 - THU/PairedLogitsInversion)
- AAAI 2023 - mi-attack)
- CVPR 2023 - MI)
- ICML 2022 - and-Play-Attacks)
- CVPR 2022 - kahla/Label-Only-Model-Inversion-Attacks-via-Boundary-Repulsion)
- TIFS 2022
- WACV 2022
- ECCV 2022
- WPES 2022 - erdogan/unsplit)
- ICCV 2021 - Enriched-DMI)
- AAAI 2021
- ICLR Workshop 2021 - Inversion-SplitNN)
- ECML PKDD 2021
- ECML PKDD 2021
- ECML PKDD 2021
-
-
Related survey
-
Natural language processing domain
-
**Outlines of this repo:**
- arXiv 2023
- ACL 2023 - knowcomp/geia)
- SaTML 2023
- NAACL 2022
- NeurIPS 2022 - sysml/film)
- ACL 2022
- arXiv 2022
- arXiv 2022 - tky/kart)
- CEUR Workshop 2021
- EMNLP 2021
- CCS 2020
- S&P 2020
- USENIX Security 2020
- USENIX Security 2019
- arXiv 2024
- EMNLP 2024
- ACL 2024
- COLM 2024
- ACL 2024
- EMNLP 2023
- arXiv 2018
- arXiv 2018
- arXiv 2018
- NeurIPS 2017
- arXiv 2015
-
-
Graph learning domain
-
**Outlines of this repo:**
-
-
Others
-
**Outlines of this repo:**
- Blog 2020 - or-private-model-inversion-part-ii-94d54fd8d4a5)
- Blog 2020
- Slides 2020
-
-
Related repositories
-
**Outlines of this repo:**
-
-
Star History
-
**Outlines of this repo:**
- ![Star History Chart - history.com/#AndrewZhou924/Awesome-model-inversion-attack&Date)
-
-
Tools
-
**Outlines of this repo:**
- AIJack
- Privacy-Attacks-in-Machine-Learning
- ml-attack-framework - Privacy Enhancing Technologies 2021 - Semester Project.
- [GitHub
- [GitHub
- [GitHub
- [GitHub
- [GitHub
-
-
Attacks against synthetic data
-
**Outlines of this repo:**
- arXiv 2025
- arXiv 2023 - society/recon-synth)
- USENIX 2022 - epfl/synthetic_data_release)
-
Programming Languages
Categories
Sub Categories
Keywords
machine-learning
6
privacy
6
membership-inference-attack
3
python
3
model-inversion-attack
2
pytorch
2
attribute-inference-attack
2
membership-inference
2
inference
2
adversarial-attacks
2
deep-learning
2
adversarial-examples
2
adversarial-machine-learning
2
awesome
1
awesome-list
1
security
1
poisoning-attacks
1
paillier-cryptosystem
1
paillier
1
model-inversion-attacks
1
dbms
1
k-anonymity
1
homomorphic-encryption
1
federated-learning
1
evasion-attack
1
differential-privacy
1
trustworthy-ai
1
trusted-ai
1
red-team
1
poisoning
1
extraction
1
evasion
1
blue-team
1
attack
1
artificial-intelligence
1
ai
1
privacy-audit
1
information-leakage
1
gdpr
1
explainable-ai
1
data-protection-impact-assessment
1
data-protection
1
data-privacy
1
privacy-preserving-machine-learning
1
privacy-enhancing-technologies
1
model-inversion
1
model-extraction
1