Adversarial ML Digest

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Adversarial ML Digest posts

- Adversarial ML
Best of Adversarial ML Week 36 - A novel adversarial-inspired data encryption method and others
September 16, 2021
One of the areas of application of deep learning face recognition models is surveillance systems in public places, which require face identification…
- Adversarial ML
Best of Adversarial ML Week 35 - Pupil shapes reveal GAN-generated faces
September 10, 2021
Generative Network of Opponents (GAN) are highly developed and are often used to create highly realistic photographs that can be used, for example, to…
- Adversarial ML
Best of Adversarial ML Week 34 - Attacking aerial imagery object detector
September 2, 2021
Deep neural networks (DNNs) provide significant assistance in processing of aerial imagery taken with the help of earth-observing satellite platforms…
- Adversarial ML
Best of Adversarial ML Week 33 - Adversarial Attack to DNNs by dropping information
August 26, 2021
While the human eye can recognize objects without high detail, for example, in cartoons, for DNNs this task is still a problem.
- Adversarial ML
Best of Adversarial ML Week 32 - Mitigating robust and universal Adversarial Patch Attack
August 19, 2021
Adversarial patch attack against image classification deep neural networks (DNNs) as within such attacks a malefactor can put arbitrary distortions within a…
- Adversarial ML
Best of Adversarial ML Week 31 – Robust and invisible backdoor attack
August 12, 2021
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security
- Adversarial ML
Best of Adversarial ML Week 30 – Adversarially blurring visual object tracking
August 4, 2021
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security
- Adversarial ML
Best of Adversarial ML Week 29 – Perceptibility of black-box adversarial attacks on face recognition
July 28, 2021
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security
- Adversarial ML
Best of Adversarial ML Week 28 – Adversarial attacks on autonomous driving visual perception
July 21, 2021
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security
- Adversarial ML
Best of Adversarial ML Week 27 – Understanding the Security of Deepfake Detection
July 14, 2021
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security
- Adversarial ML
Best of Adversarial ML Week 26 – Data Poisoning Won't Save You From Facial Recognition
July 6, 2021
The Adversa team makes for you a weekly selection of the best research in the field of artificial intelligence security
- Adversarial ML
Best of Adversarial ML Week 25 - Discriminative wavelet sub-bands - new approach for face morphing detection
June 30, 2021
Our team makes for you a weekly selection of the best research in the field of artificial intelligence security

More research

AIRQ: The First Independent AI Agent Security Rating and Open Source Risk Scoring Framework Ranks 100+ AI Agents

AIRQ: The First Independent AI Agent Security Rating and Open Source Risk Scoring Framework Ranks 100+ AI Agents

AIRQ: The First Independent AI Agent Security Rating and Open Source Risk Scoring Framework Ranks 100+ AI Agents

Adversarial ML Digest

Adversarial ML Digest posts

Best of Adversarial ML Week 36 - A novel adversarial-inspired data encryption method and others

Best of Adversarial ML Week 35 - Pupil shapes reveal GAN-generated faces

Best of Adversarial ML Week 34 - Attacking aerial imagery object detector

Best of Adversarial ML Week 33 - Adversarial Attack to DNNs by dropping information

Best of Adversarial ML Week 32 - Mitigating robust and universal Adversarial Patch Attack

Best of Adversarial ML Week 31 – Robust and invisible backdoor attack

Best of Adversarial ML Week 30 – Adversarially blurring visual object tracking

Best of Adversarial ML Week 29 – Perceptibility of black-box adversarial attacks on face recognition

Best of Adversarial ML Week 28 – Adversarial attacks on autonomous driving visual perception

Best of Adversarial ML Week 27 – Understanding the Security of Deepfake Detection

Best of Adversarial ML Week 26 – Data Poisoning Won't Save You From Facial Recognition

Best of Adversarial ML Week 25 - Discriminative wavelet sub-bands - new approach for face morphing detection