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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Adversarial robustness of" (30 stories)

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Adversarial robustness of LLM-based multi-agent systems for engineering problems
Lead StoryFrontiersgeneral
Apr 20

Adversarial robustness of LLM-based multi-agent systems for engineering problems

<a href="https://news.google.com/rss/articles/CBMiogFBVV95cUxNQ1J6bHprcVpRVVhKaUlMWm1jZ3V4ZTJXaVIzWTFJZlgwUmdHeExwdnM5amd6QlNOaThCVGlVeEphZndmbUR1eEZUUENITnhXVHJGcVlfSHVURVhDSTJjZE1rbG1BQlVIeUF1SEktenRQUjY1bk05aFNCVUJ1aHBMcVhITlZGMTExbWtKS3UxMko2M1BxVHZja0Q2NkRLUFRFQmc?oc=5" target="_blank">Adversarial robustness of LLM-based multi-agent systems for engineering problems</a>  <font color="#6f6f6f">Frontiers</font>

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Search Results for "Adversarial robustness of"

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29 stories displayed
Active machine learning approach to adversarial training improves trade-off between natural accuracy and adversarial robustness | Scientific Reports
Naturetech

Active machine learning approach to adversarial training improves trade-off between natural accuracy and adversarial robustness | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4wMG9qVHptV3BMRWZMQzhSd0ZwUG1ObDVWTGhtbEJxZXhRN1h4amh2YXl4Qk5RWnVWN252VHJ5eDdfZk5QZExfUEJDQldwSWk3NlFuUjBydmozMjdWU2Z3?oc=5" target="_blank">Active machine learning approach to adversarial training improves trade-off between natural accuracy and adversarial robustness | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Adversarial Robustness of Capsule Networks for Medical Image Classification
medRxivgeneral

Adversarial Robustness of Capsule Networks for Medical Image Classification

<a href="https://news.google.com/rss/articles/CBMifEFVX3lxTE1RZ1A2NTRvQ1l0eFJvRDhTcGNMTDF3bmk5OVJOSDAxcV9oUFlPRU9LbEtsUGFUbU9peVZJOGRzcmZieWRDcGJfeVktS0Zpc19Fb2o2OWk0TjBfWlluR3dYNGZxRzItYUFPNFB4TnJoV2pIX1E5RlJrbnZ6Z08?oc=5" target="_blank">Adversarial Robustness of Capsule Networks for Medical Image Classification</a>  <font color="#6f6f6f">medRxiv</font>

End-to-End Multimodal Data Augmentation and Adversarial Robustness Benchmark with AugLy for Images, Text, Audio, and PyTorch
MarkTechPostgeneral

End-to-End Multimodal Data Augmentation and Adversarial Robustness Benchmark with AugLy for Images, Text, Audio, and PyTorch

<a href="https://news.google.com/rss/articles/CBMi9AFBVV95cUxPekh2ZFRKc3FodGlKS1VtbXRMLXRlSkZibVRQb3k4T3hmbUVKaHAyQ0ZLN293R21yNXAyRFdYUEhqU3V0LVZlTVJERVotNjVDdjc1TDYwOGZ2RE91Uk5CREcxR0Z1LWdJNVM1SFR6Yk9ZRDRrRTVPdHVpMFdKSnI2VnZVZmNTTHI5ZFNkclBsWFM4OWJ4b2FOazFMQTNhNmdjbDdqXzFmNzdDNGQtVmhpaWlHU2hWeDRUdExZa2VuWm5wM05NcF9nZGhDd2doU0h5bnpZRWtJbTZMa3F4Ql9xblcyRk5aOHlMX1ZDS3VfYUxNVU1H0gH0AUFVX3lxTE96SHZkVEpzcWh0aUpLVW1tdEwtdGVKRmJtVFBveThPeGZtRUpocDJDRks3b3dHbXI1cDJEV1hQSGpTdXQtVmVNUkRFWi02NUN2NzVMNjA4ZnZET3VSTkJERzFHRnUtZ0k1UzVIVHpiT1lENGtFNU90dWkwV0pKcjZWdlVmY1NMcjlkU2RyUGxYUzg5YnhvYU5rMUxBM2E2Z2NsN2pfMWY3N0M0ZC1WaGlpaUdTaFZ4NFR0TFlrZW5abnAzTk1wX2dkaEN3Z2hTSHluellFa0ltNkxrcXhCX3FuVzJGTlo4eUxfVkNLdV9hTE1VTUc?oc=5" target="_blank">End-to-End Multimodal Data Augmentation and Adversarial Robustness Benchmark with AugLy for Images, Text, Audio, and PyTorch</a>  <font color="#6f6f6f">MarkTechPost</font>

Multi-granularity Intent Modeling with Adversarial Robustness for Sequential Recommendation
The Association for the Advancement of Artificial Intelligencegeneral

Multi-granularity Intent Modeling with Adversarial Robustness for Sequential Recommendation

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBqUVl3cEtGelRkZzFYRXMweXZiYTNCblNGNjA1dzlNQ3NHWERxamdDWTM4LTItOFBoN3BVMmhtdlM0U2dzQ2xvMGIyeFh6ZmpHaDAtamYzbGJ0VFZrYThRbUp0cVk?oc=5" target="_blank">Multi-granularity Intent Modeling with Adversarial Robustness for Sequential Recommendation</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Empirical analysis of adversarial robustness in 3D Gaussian Splatting under multi-view inconsistency attacks
Natureworld

Empirical analysis of adversarial robustness in 3D Gaussian Splatting under multi-view inconsistency attacks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9tVWlGemxRaDUxdmxwMGdnNnY0RkZZZUo4T0hMd0pqN0I0d0lRcFdrQTJpY0JrSkZYMjRrcUMtX1RsVVlzR043amhHcWlwOW9nU3BSRzFETF9qZGczWGlZ?oc=5" target="_blank">Empirical analysis of adversarial robustness in 3D Gaussian Splatting under multi-view inconsistency attacks</a>  <font color="#6f6f6f">Nature</font>

TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability
The Association for the Advancement of Artificial Intelligencegeneral

TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5TVFdVQXNiWFZMQTFfR0tMbUhpbUQ1Z09NQlZaa0FuS3g4eVZiNElZT3NGRXdfVk9oUG53V0NNRXpTT1ozR0lrSU5WcXRBV1Jyc2UzREpsSzhSamwwVFdFY0ZtNjc?oc=5" target="_blank">TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Adversarial vulnerability and robustness of deep learning models for panoramic dental X-ray segmentation
Naturegeneral

Adversarial vulnerability and robustness of deep learning models for panoramic dental X-ray segmentation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1NZ3MyY0RrTVpQRUFzbUFwOEtjdlJDSG9WZlBSM1JqbC1Jc2FPNW51dHg4cExzRFhoWWlGY3J6YVJ6LS1ndW1sajZzVnNnT2ZBUnlYVTJ4bWJ1eG1xQUR3?oc=5" target="_blank">Adversarial vulnerability and robustness of deep learning models for panoramic dental X-ray segmentation</a>  <font color="#6f6f6f">Nature</font>

Breaking the Adversarial Robustness-Performance Trade-off in Text Classification via Manifold Purification
The Association for the Advancement of Artificial Intelligencegeneral

Breaking the Adversarial Robustness-Performance Trade-off in Text Classification via Manifold Purification

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE96WHBKRVdub2hDLWVrdW9WcDM1RjQwMExmdWVrejlMb2JBczBQRmQ2Z3pRQmdjeVhlWXJJS2NHU01PYVZxT09VQ1BNU2J3ZmdiclRMN3kzdWxwZklHRzFFVGdNRTk?oc=5" target="_blank">Breaking the Adversarial Robustness-Performance Trade-off in Text Classification via Manifold Purification</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Adversarial robustness guarantees for quantum classifiers
Naturegeneral

Adversarial robustness guarantees for quantum classifiers

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1TWFoxTlJ6VHVwQy11SVZLR3ZUVTJDQkV0TTkzNjhfOC1GeUZockZUYmlxdTRWNnpEYWlYQmh4cWZ2OEhWZmZ4VFdnbXozWGo4UU84UTZJOHVMc3NaVElJ?oc=5" target="_blank">Adversarial robustness guarantees for quantum classifiers</a>  <font color="#6f6f6f">Nature</font>

Vulnerability-Aware Robust Multimodal Adversarial Training
The Association for the Advancement of Artificial Intelligencetech

Vulnerability-Aware Robust Multimodal Adversarial Training

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBGam8xUjBfRk9PZlhIMFIxcU9vNUwzSFcxYVhwYzFsdVI5ZmVyZWducUp2S1VYaGZhdGZTVVRtT2xzd0VfVDY4RVVEVFc2N2hhZmxJZ0xYTkoxS190MDJZWHJwNjc?oc=5" target="_blank">Vulnerability-Aware Robust Multimodal Adversarial Training</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Secure yet fragile: adversarial vulnerabilities of federated vision–language models in medical AI | Scientific Reports
Naturetech

Secure yet fragile: adversarial vulnerabilities of federated vision–language models in medical AI | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE90SmRLTW9SbkZsem82MjdkTk52bDF6aWtOOThQeEtqQmZVM2p1Vlg5VzBuNmtoWUlYQ1k4M0NGT0lGaFhIVEdRN2JWZWxmSVBTSHRCMlFVVHYtQTRFdm9r?oc=5" target="_blank">Secure yet fragile: adversarial vulnerabilities of federated vision–language models in medical AI | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract)
The Association for the Advancement of Artificial Intelligencegeneral

Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract)

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBneFNWQXFNd3AxcDhmVTZkdUZxdks5WmtjLUt3cFFoVVU4amczUzBDY2FXZ0c2bHBNN3JEQ3h5b0tJXzhjRE45RVVJbXJHdHV6R3YzcFZtQlNybzcyazlMaDhjaG4?oc=5" target="_blank">Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract)</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

AI detection in Italian essays through different text representations and adversarial robustness evaluation
Naturetech

AI detection in Italian essays through different text representations and adversarial robustness evaluation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBUUHVUVVJwQ3VCak11Vkp0cFNKOTJwbkxYcTRCdExtT1RZTlB6Ukp4XzhCMkNKa2FtTm1Vdnl3X0U2STBfa1JXcUI4YWRkZ1NqcWh0dmFTSUVmUFpZdlFV?oc=5" target="_blank">AI detection in Italian essays through different text representations and adversarial robustness evaluation</a>  <font color="#6f6f6f">Nature</font>

One Pixel Can Change the Diagnosis: Adversarial and Non-Adversarial Robustness and Uncertainty in Breast Ultrasound Classification Model | Proceedings of the AAAI Symposium Series
The Association for the Advancement of Artificial Intelligencetech

One Pixel Can Change the Diagnosis: Adversarial and Non-Adversarial Robustness and Uncertainty in Breast Ultrasound Classification Model | Proceedings of the AAAI Symposium Series

<a href="https://news.google.com/rss/articles/CBMiaEFVX3lxTE1reXpyUUFHbk9pZHRXR08zUWdrdGkweWk5TmZTZlIzbUdNUnRIdF9JT08yTEJuWkpYNDB2cmtsV29RdTBuYnhtYjBkY2xnMng0eHJjUkNfUERYdU0ta2Fta25YZl9Kd1hq?oc=5" target="_blank">One Pixel Can Change the Diagnosis: Adversarial and Non-Adversarial Robustness and Uncertainty in Breast Ultrasound Classification Model | Proceedings of the AAAI Symposium Series</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Generating imperceptible adversarial examples via low-frequency aware transfer attacks on battery management systems
Naturegeneral

Generating imperceptible adversarial examples via low-frequency aware transfer attacks on battery management systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBfTS1LU0NFR1JwRzEyc2dmbFk5b1JaZnBIbThvdmRualY0d3k0dTR6MEZqaDBFWjVJZzVHaldIU0h1U2pLVjN0bGRqZllpRkFBQzRMUXFHY01rWWlOYXBN?oc=5" target="_blank">Generating imperceptible adversarial examples via low-frequency aware transfer attacks on battery management systems</a>  <font color="#6f6f6f">Nature</font>

Adversarial robust EEG-based brain–computer interfaces using a hierarchical convolutional neural network
Naturetech

Adversarial robust EEG-based brain–computer interfaces using a hierarchical convolutional neural network

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE56UTZtY1Q2anZQb0k1R3BKZUNTUzU0aE96RUF1NEh2RkpzUzl5YW1uZlBRWVQ3VFBZbEtDYTl0eU8xRmswdDh5WXhxSDYtTEhVM2V0cG51Z3JRckE1U0h3?oc=5" target="_blank">Adversarial robust EEG-based brain–computer interfaces using a hierarchical convolutional neural network</a>  <font color="#6f6f6f">Nature</font>

An optimized graph neural network approach for robust and explainable IoT intrusion detection against adversarial attacks
Naturetech

An optimized graph neural network approach for robust and explainable IoT intrusion detection against adversarial attacks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5sVGoyZmFoSkxLZjlYb0tiSlFmdVhvMFhhUTJGb1ZpaDVUSXhJNkhEeG51XzhLT3M4cldhbTloeTNXWGNHejV2QXBrQXdKWWRiZmdNazA4SUZkVzNLMzNz?oc=5" target="_blank">An optimized graph neural network approach for robust and explainable IoT intrusion detection against adversarial attacks</a>  <font color="#6f6f6f">Nature</font>

Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness
Naturegeneral

Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBCUTdfQkctSjhJaVlLOU5lYkNnd3dLM3VhRExZOExsZWo1X1F4WXdiRE1yOVM4RHlrSUZEZjcxMUNIdl9SeWxmSVJWdHhfXzY3aHhMdmo4X1dEbU1Mbk84?oc=5" target="_blank">Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness</a>  <font color="#6f6f6f">Nature</font>

Dialectal substitution as an adversarial approach for evaluating Arabic NLP robustness
Naturegeneral

Dialectal substitution as an adversarial approach for evaluating Arabic NLP robustness

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBqYVRlc2YtbzFNQU9RY1NxOGgxUWxpVVZZUjRuUlIwMnkxX0htVnNsSk9kZlZ2cHVXZXJlN0E5UlZSZ3QwUnRXSnVsS0haQTJRMFlxVllFeWE1Yk1UUWRB?oc=5" target="_blank">Dialectal substitution as an adversarial approach for evaluating Arabic NLP robustness</a>  <font color="#6f6f6f">Nature</font>

An enhanced ensemble defense framework for boosting adversarial robustness of intrusion detection systems
Naturegeneral

An enhanced ensemble defense framework for boosting adversarial robustness of intrusion detection systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9fc3lEcmQwQkstSWJjTjdPOG5nWE53cHZXMlhtOFp2amRkd3U1c3I5Nk5pc2U0MmZlMUpBaFhFN1RYQnV3bm1lbHRwWUw0bG4yeFVvUjFoM3VHNlMzLUs4?oc=5" target="_blank">An enhanced ensemble defense framework for boosting adversarial robustness of intrusion detection systems</a>  <font color="#6f6f6f">Nature</font>

The inherent adversarial robustness of analog in-memory computing
Naturegeneral

The inherent adversarial robustness of analog in-memory computing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE15US04ZGlfb2t1aTN6SHNLOGFja3JNd0FZQURlQ3JMUHJvVmhoR3A1V2hTS1RuMkVBd09DN1ByMTEwSkZIMVFORWZIM3pwMks5UkRxemRLYUlEUTZHR1Yw?oc=5" target="_blank">The inherent adversarial robustness of analog in-memory computing</a>  <font color="#6f6f6f">Nature</font>

On the adversarial robustness of aerial detection
Frontiersgeneral

On the adversarial robustness of aerial detection

<a href="https://news.google.com/rss/articles/CBMimgFBVV95cUxOdV8xQmg4VlhYdWtsMjQtV0hJYldFVWxxeURTcjdxY1daalJ3c29MTkNSZkhCNkdoei04b0x4dm9UZnpjakxReFFfT2ZOZnpDSEw1ODRyYkdXSDZ2NTgyckY0akNnRTd0QUhORFNuTGMtOFhldlRKN3VDRnJfMTk2ZkN5akpJUzI2dXJQTnd4TS02MlZxc3QtMFFn?oc=5" target="_blank">On the adversarial robustness of aerial detection</a>  <font color="#6f6f6f">Frontiers</font>

Hybrid framework for image forgery detection and robustness against adversarial attacks using vision transformer and SVM
Naturetech

Hybrid framework for image forgery detection and robustness against adversarial attacks using vision transformer and SVM

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1KclB0ZWN4S1hqdU5VX1YyUnlpSGlETmtpaGRaLVg4aTFEUm5CWmVNcS1EQ2lnejRpRDFGeHpOcVpsQ3RROHIzYmtCMEpKRnp3VGRnWGhOU0ZOcEtnZ0s0?oc=5" target="_blank">Hybrid framework for image forgery detection and robustness against adversarial attacks using vision transformer and SVM</a>  <font color="#6f6f6f">Nature</font>

Robust SAM: On the Adversarial Robustness of Vision Foundation Models
The Association for the Advancement of Artificial Intelligenceworld

Robust SAM: On the Adversarial Robustness of Vision Foundation Models

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE82Rm1JY3BMWFhfcWRjR0V5VnUwY1RfRXFPZU5acnhOZHYtQWVKYktzS0FuV2tBell0LV9EVWlQVmZaQ2VYOE9RQzVpUkg1WWRpVVgyb0x5cm13V0dDS2tlNjYxbVQ?oc=5" target="_blank">Robust SAM: On the Adversarial Robustness of Vision Foundation Models</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Quantum Machine Learning Achieves 93% Adversarial
Quantum Zeitgeistgeneral

Quantum Machine Learning Achieves 93% Adversarial

<a href="https://news.google.com/rss/articles/CBMie0FVX3lxTE9CTEd2UTRfck9JaVFMYzVDTkNRRUtpZ21YdlNtY21lWEtSMHdPSDNwSkJsSFdmVGpMYng4T0VNa1F2V2FoVVRPdmhjNUN2cEU1b0xZeEIxU1NrZ0NyUHcyMUdsOEw5cTVKcF9pM3pnOGVjdmJ2aDlWVG1Faw?oc=5" target="_blank">Quantum Machine Learning Achieves 93% Adversarial</a>  <font color="#6f6f6f">Quantum Zeitgeist</font>

AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models
The Association for the Advancement of Artificial Intelligencetech

AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5JXzh1dXZCYkRnUlBNNHVmYjhUOUtZRzV5MFNVMF9jMzJuMUFlZklJQWJHYVNkY3hRamtKVnVnMmFhNFpwblB0dzFfRjF6RGh4VXZhaVJtT0RMNlZackdLZjVXUDA?oc=5" target="_blank">AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Assessing the adversarial robustness of multimodal medical AI systems: insights into vulnerabilities and modality interactions
Frontierstech

Assessing the adversarial robustness of multimodal medical AI systems: insights into vulnerabilities and modality interactions

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxQNXhhRU1TWjRWSmlpSnJCRzBxanZqbXlMaVlZNHplVVgwME9Gb0xFbFViRXByUENyYjZic19ia090U0xvaW5hLWs4Mkk0aHFaNXJTc1h6MV9HNlIwYVd1X3lqbW5GdmE2Nzc4WnJnUnRWSFc4UTA2dC1VeWJDN1VSV2NXWXd2b08yTFljQmtn?oc=5" target="_blank">Assessing the adversarial robustness of multimodal medical AI systems: insights into vulnerabilities and modality interactions</a>  <font color="#6f6f6f">Frontiers</font>

Neural architecture search for adversarial robustness via learnable pruning
Frontiersworld

Neural architecture search for adversarial robustness via learnable pruning

<a href="https://news.google.com/rss/articles/CBMipwFBVV95cUxPRmVMM1ByR3lrM3ctd3NJY0ZNMzR3QUlQUjI3Z3FSOXhVNGI4TkhwMnp1bWkxay0tVld6VHVxaDU0MzF6dHB2amhkeERyVWQyWlJHTTJaSHNVZFhxRFpUUHlTSkhHeGE0N243d3BiWHdRa3dIWTdTQ0hXdC1vdFFTODh3SVVoaXBDZC0tNkRlY2dTLUlodTN1RVlCMWlVd2pZMnhjN2tYWQ?oc=5" target="_blank">Neural architecture search for adversarial robustness via learnable pruning</a>  <font color="#6f6f6f">Frontiers</font>

Adversarial attacks and adversarial robustness in computational pathology
Naturegeneral

Adversarial attacks and adversarial robustness in computational pathology

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1McElzRU9JSEVTVUNJaUw3YllpTm01MjVQeV94Z3hjT0EyZTdZcVFIZ1lHRnJiUUxaM0JxQVVIazY3LVVUWHRtT0hGRVdVNHNZbU9mMUdzYTdSNHBsTVJz?oc=5" target="_blank">Adversarial attacks and adversarial robustness in computational pathology</a>  <font color="#6f6f6f">Nature</font>

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