Adversarial ML

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Adversarial ML posts

- Adversarial ML
Fool AI Art Exhibition: World's First Adversarial Attack In NFT
April 5, 2022
A virtual NFT exhibition of 100 adversarial "Mona Lisa" paintings that look identical to people but read as 100 different celebrities to facial recognition AI.
- Adversarial ML
Special edition monthly research digest - Synthetic disinformation attacks on automated fact verification systems
March 17, 2022
Carrying out attacks on machine learning models as part of the study is necessary for further successful work on potential vulnerabilities.
- Adversarial ML
Towards Trusted AI Week 11 – why AI models can fail, and others
March 14, 2022
Artificial intelligence has come a long way, but it needs to meet safety criteria
- Adversarial ML
The security of deep learning defences for medical imaging
February 10, 2022
Carrying out attacks on machine learning models as part of the study is necessary for further successful work on potential vulnerabilities.
- Adversarial ML
Towards Trusted AI Week 2 – DARPA’s public tools teach AI developers to defend against attacks, and others
January 11, 2022
Machine learning has come a long way, but it needs to meet safety criteria
- Adversarial ML
Best of Adversarial ML Week 50 - Adversarial examples for extreme multilabel text classification, and others
December 23, 2021
Smart healthcare systems are gaining popularity thanks to IoT and wireless connectivity.
- Adversarial ML
Best of Adversarial ML Week 49 - SNEAK: Synonymous Sentences-Aware Adversarial Attack, and others
December 16, 2021
Predicting the trajectory of a vehicle is extremely important for self-driving cars.
- Adversarial ML
Best of Adversarial ML Week 48 - Adversarial attacks against Multispectral Cloud Detector, and others
December 9, 2021
This week in adversarial ML: attacks against the multispectral cloud detectors that Earth observation applications depend on.
- Adversarial ML
Best of Adversarial ML Week 47 - Adversarial attacks in cooperative AI, and others
December 2, 2021
Bokeh is a natural phenomenon of shallow depth of field that blurs out-of-focus areas of a photograph, and people are used to seeing it in photographs.
- Adversarial ML
Best of Adversarial ML Week 46 - Consistent semantic attacks on optical flow, and others
November 26, 2021
This week in adversarial ML: TraSw tracklet-switch attacks on multi-object tracking, a real-world adversarial mask against face recognition, and optical flow.
- Adversarial ML
Best of Adversarial ML Week 45 - Advanced model extractions leveraging efficient weight stealing in memories, and others
November 19, 2021
Machine learning runs mission-critical systems, from autonomous driving to authentication, and its popularity has been met with attacks on those systems.
- Adversarial ML
Best of Adversarial ML Week 44 - Adversarial attacks on knowledge graph embeddings and others
November 12, 2021
This week in adversarial ML: attacks on knowledge graph embeddings, and the adaptive traffic signal control systems now running in smart cities.

More research

AIRQ: AI Risk Quadrant — independent AI agent security rating

AIRQ: AI Risk Quadrant — independent AI agent security rating

AIRQ: AI Risk Quadrant — independent AI agent security rating

Adversarial ML

Adversarial ML posts

Fool AI Art Exhibition: World's First Adversarial Attack In NFT

Special edition monthly research digest - Synthetic disinformation attacks on automated fact verification systems

Towards Trusted AI Week 11 – why AI models can fail, and others

The security of deep learning defences for medical imaging

Towards Trusted AI Week 2 – DARPA’s public tools teach AI developers to defend against attacks, and others

Best of Adversarial ML Week 50 - Adversarial examples for extreme multilabel text classification, and others

Best of Adversarial ML Week 49 - SNEAK: Synonymous Sentences-Aware Adversarial Attack, and others

Best of Adversarial ML Week 48 - Adversarial attacks against Multispectral Cloud Detector, and others

Best of Adversarial ML Week 47 - Adversarial attacks in cooperative AI, and others

Best of Adversarial ML Week 46 - Consistent semantic attacks on optical flow, and others

Best of Adversarial ML Week 45 - Advanced model extractions leveraging efficient weight stealing in memories, and others

Best of Adversarial ML Week 44 - Adversarial attacks on knowledge graph embeddings and others