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

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Adversarial vulnerability and robustness of deep learning models for panoramic dental X-ray segmentation
Lead StoryNaturegeneral
Jun 17

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>

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Search Results for "Adversarial vulnerability"

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29 stories displayed
From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge
The Association for the Advancement of Artificial Intelligencetech

From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5NTlo4NU1aSllteXBHNkZPdTRtMmFsYmJLNEFXM0Vkb1RLUHVzallEQm9FUDltNUlsNDFkQ1gwYmtjMDBsbFNPWXpaR1E5N1JoNFRvRE11bHpSY3k5MWhDaXdySko?oc=5" target="_blank">From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

New model, old risks: sociodemographic bias and adversarial hallucinations vulnerability in GPT-5
Naturegeneral

New model, old risks: sociodemographic bias and adversarial hallucinations vulnerability in GPT-5

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBXcGZzX19Gek9VTTVNaU0yOTVVTFFLbmh0RURMSWZIUmhnb1NMUUh0bl82ZjFLQ2M1X1BEajQ4ZmhOZzl1dHpmUVlqNHhWUHhHMzJUanV2ZmVZdEZtMWRj?oc=5" target="_blank">New model, old risks: sociodemographic bias and adversarial hallucinations vulnerability in GPT-5</a>  <font color="#6f6f6f">Nature</font>

Accidental Vulnerability: Factors in Fine-Tuning That Shift Model Safeguards
The Association for the Advancement of Artificial Intelligenceworld

Accidental Vulnerability: Factors in Fine-Tuning That Shift Model Safeguards

<a href="https://news.google.com/rss/articles/CBMiZ0FVX3lxTE1tZ2pqVzRDMXk2Uk1SVmpqa3UxelhUTUQ2T2k3TWFRWW5fX1hVdXgwcEttWUkwVGx2bTVFYjVFXzRjd1ZhREVSUHZPeDc4NVJsUW12dDVMdVZqQTU4aEJGcFMyZlNGSTg?oc=5" target="_blank">Accidental Vulnerability: Factors in Fine-Tuning That Shift Model Safeguards</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Adversarial Attacks GUI Models Exploit Digit Vulnerability
The Cryptonomistgeneral

Adversarial Attacks GUI Models Exploit Digit Vulnerability

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTFBaSFpPc2didFlrZDdhNzBHcVR1S3RZMzNlZnJJSjMweWZzeGx4TGgtdm9jaEc5RnFsamNEcHNwRHBuSmVmX1dDTXFiYjZWV1VtNFEzUm44aWw2N2lnMnJId3pCblZ5TmJzMlNTU2tzX201blJIcDlmdg?oc=5" target="_blank">Adversarial Attacks GUI Models Exploit Digit Vulnerability</a>  <font color="#6f6f6f">The Cryptonomist</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>

RBI Governor Malhotra says DPDP compliance alone not enough for banks, identifies six AI risks
bfsi.economictimes.indiatimes.comtech

RBI Governor Malhotra says DPDP compliance alone not enough for banks, identifies six AI risks

<a href="https://news.google.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?oc=5" target="_blank">RBI Governor Malhotra says DPDP compliance alone not enough for banks, identifies six AI risks</a>  <font color="#6f6f6f">bfsi.economictimes.indiatimes.com</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>

Exploiting Trusted Systems: How Adversarial Attacks Can Manipulate EPSS
Morphisecgeneral

Exploiting Trusted Systems: How Adversarial Attacks Can Manipulate EPSS

<a href="https://news.google.com/rss/articles/CBMipAFBVV95cUxNRFpKbDV4bU9ORTk5NGdGQ25PdzF0Zmc5RzJ3akgwM0d4dEZjVEphcVNLWVRrX1hFVDVQZXRFNTFIdlVoc0hrWV9yVVM2VkdsM2hvSHZaajgxbm5mZjVmdXNmZ09IVnl2WjQ5QnlJbHJEbEFNb2w4N09nbVFwNlBIaTlNNVFmTFJ6TGEzdFd1Um0yR3VORmFBSzZWemlOU0tnU25YYQ?oc=5" target="_blank">Exploiting Trusted Systems: How Adversarial Attacks Can Manipulate EPSS</a>  <font color="#6f6f6f">Morphisec</font>

AB jailbreaking - a novel hybrid framework for exploitation of adversarial vulnerabilities in LLMs
Naturetech

AB jailbreaking - a novel hybrid framework for exploitation of adversarial vulnerabilities in LLMs

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBSYmxPeE5hUHB5OE9zZFh5Zzl5ZFlObG1XbXdSdWpXY2dQbEFzSG50aHB1MFRaYnJBZlBmSFAxNkRYeXA3VExkaHo5VWJ4Zjg1MkV3Tld1bkxHUFpUdEJz?oc=5" target="_blank">AB jailbreaking - a novel hybrid framework for exploitation of adversarial vulnerabilities in LLMs</a>  <font color="#6f6f6f">Nature</font>

HogVul: Black-box Adversarial Code Generation Framework Against LM-based Vulnerability Detectors
The Association for the Advancement of Artificial Intelligencetech

HogVul: Black-box Adversarial Code Generation Framework Against LM-based Vulnerability Detectors

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE55WjBkR3hIV1FObE9sa19fMTZ1RTVXcXFQd1N3SUhwU3lHRmE3UDRzdmpFQklIT3FJbXI4eVlOM1FvTXRMRjN6S1ozaWZIelk4bzRjaERfaGJaWDNBTkFJalp2Ym8?oc=5" target="_blank">HogVul: Black-box Adversarial Code Generation Framework Against LM-based Vulnerability Detectors</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Evaluating gait system vulnerabilities through PPO and GAN-generated adversarial attacks
Naturetech

Evaluating gait system vulnerabilities through PPO and GAN-generated adversarial attacks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0xWDhVbEZDendqMzNad1lFQW92Rnk4ZmFLNTMzdW9pQ2dWLXJ6N2MxeE1uWGNMRFh2STZSSl9iQUtZMTI4bFl6ZHdaN3dWdm5mNFV4ai1kYkRqbWZ3dEVJ?oc=5" target="_blank">Evaluating gait system vulnerabilities through PPO and GAN-generated adversarial attacks</a>  <font color="#6f6f6f">Nature</font>

Revealing the intrinsic ethical vulnerability of aligned large language models
Naturegeneral

Revealing the intrinsic ethical vulnerability of aligned large language models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1WWGZhNDNPdTFQUlhObzJyWnk4cUJ0d0M4M1dOdFBwZ3hTVnBKTXpiU2JrS0FyaUxRV0ZhUFBrUlFFRWUtVU01clNUMzJIdlBqMnhyNEN5TEZUcVg2QUJZ?oc=5" target="_blank">Revealing the intrinsic ethical vulnerability of aligned large language models</a>  <font color="#6f6f6f">Nature</font>

Stabilizing Cross-Modal Bidirectional Attribution: Few-Shot Adversarial Prompt Tuning for Robust Vision-Language Models | Proceedings of the AAAI Conference on Artificial Intelligence
The Association for the Advancement of Artificial Intelligencetech

Stabilizing Cross-Modal Bidirectional Attribution: Few-Shot Adversarial Prompt Tuning for Robust Vision-Language Models | Proceedings of the AAAI Conference on Artificial Intelligence

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5pbmJjY3VRX09VdmlSWThJZHpfZFhhR1FaWmhWSmlieTNJaVlHdlNiQkVJWTNCY2pPOS1FUjh3UTBhdGozSWlTYUVmMS1ONGdRUVhUWnBUX3B0OVNXWjBMUmtuLVk?oc=5" target="_blank">Stabilizing Cross-Modal Bidirectional Attribution: Few-Shot Adversarial Prompt Tuning for Robust Vision-Language Models | Proceedings of the AAAI Conference on Artificial Intelligence</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Transferability of Adversarial Attacks in Video-based MLLMs: A Cross-modal Image-to-Video Approach
The Association for the Advancement of Artificial Intelligencegeneral

Transferability of Adversarial Attacks in Video-based MLLMs: A Cross-modal Image-to-Video Approach

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5YT2VMcGJOeDh6ajN4Tm9lLWpfVHRLeTB3YTlXbHNIMUR2bS1mckdKU3ctNVhMNzdlSzBSSzQxZ3RmYWM4STV6c2g3T00yTnJZRlFFU2FBeldva3M4b1NuMWp3enc?oc=5" target="_blank">Transferability of Adversarial Attacks in Video-based MLLMs: A Cross-modal Image-to-Video Approach</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Investigating vulnerabilities of gait recognition model using latent-based perturbations
Naturetech

Investigating vulnerabilities of gait recognition model using latent-based perturbations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBmbndtMGFMT0V3Z1pndGcxbzlodjM2aXJxMS1VZjVqalNsX3A2TjYtWFFtVTEwby0xaXkxU2RqbnZFd1RZVzgzX2NXVTV2RVhOc0N4OVRtV3NmVkt0Y1J3?oc=5" target="_blank">Investigating vulnerabilities of gait recognition model using latent-based perturbations</a>  <font color="#6f6f6f">Nature</font>

Contrastive Adversarial Agents for Intentional Drift Induction in Network Intrusion Detection Systems
The Association for the Advancement of Artificial Intelligencegeneral

Contrastive Adversarial Agents for Intentional Drift Induction in Network Intrusion Detection Systems

<a href="https://news.google.com/rss/articles/CBMiaEFVX3lxTFAyekVaTTBOZ28xTlk3NEFzZDh6TWdtVG1jTEZFRTZFdEp0d2R3RzhQbEZZQXFNcERxbEdFYk80TkpKQXRmTjk3RVNlNk54MWQydlQ1eDk1VjZ2czE1TXl5bHpMOUlqZThK?oc=5" target="_blank">Contrastive Adversarial Agents for Intentional Drift Induction in Network Intrusion Detection Systems</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Extreme vulnerability to intruder attacks destabilizes network dynamics
Naturegeneral

Extreme vulnerability to intruder attacks destabilizes network dynamics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE55ZUtoWHRvQUMwV2w3UkZBUzhXdFo1MUR3alhQaUJScWdBSWRHR0szRlBVNDJIX0JiNlAtNDdYN2FEM2g2QmFYVHg4X0JMNG1EYXVRUWx4ZlJWNW9EanZR?oc=5" target="_blank">Extreme vulnerability to intruder attacks destabilizes network dynamics</a>  <font color="#6f6f6f">Nature</font>

Semantics-Preserving Adversarial Attacks on Event-Driven Stock Prediction Models
The Association for the Advancement of Artificial Intelligencemarkets

Semantics-Preserving Adversarial Attacks on Event-Driven Stock Prediction Models

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1yWEVTc2xaWDBUODlrbnh3VzQ4OHB3bXVrc3lGU1Q2TTFKdk0zamR6SEtNaGI4UWhpOWMwOUN1d203SVRwb045QlVlUVhXZnNzZE9paktTNHJLXzdKN0lUbGtIMVE?oc=5" target="_blank">Semantics-Preserving Adversarial Attacks on Event-Driven Stock Prediction Models</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

A compositional framework for automated discovery of adversarial attacks
Naturegeneral

A compositional framework for automated discovery of adversarial attacks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8wcXgwd0ZnSU1fbDh1VHppd3RkVHYyNGdBYjFGUlEzdmVyV01VdTFvd1JhZzFIOEJrWkFzajBMeldhd3ZlZjJjOHVncTR6WVhpWUJCc0lVZUdEd1F3SDhF?oc=5" target="_blank">A compositional framework for automated discovery of adversarial attacks</a>  <font color="#6f6f6f">Nature</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>

Understanding AI Vulnerabilities
Harvard Magazinetech

Understanding AI Vulnerabilities

<a href="https://news.google.com/rss/articles/CBMimwFBVV95cUxQMnNTOXhSRy1teXNEWTFZdXFZQkRVOHJuanVjNzdBWlpvUVpXMDVrWTM0MjkyN3MzY2FQTjl2TnNfNXcyVkE5UFhoNlJrSnVDRm10QWpneUw0c2tJczU1bWJmZzFfQ2Z6aEMydEVzRHZDZGdXMExXVlE3aUI4SG1pYVdBaERuVlV3MGpJeHhtWEcyNjdwSXRCTXJSTQ?oc=5" target="_blank">Understanding AI Vulnerabilities</a>  <font color="#6f6f6f">Harvard Magazine</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>

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>

A multi-layered defense against adversarial attacks in brain tumor classification using ensemble adversarial training and feature squeezing
Naturetech

A multi-layered defense against adversarial attacks in brain tumor classification using ensemble adversarial training and feature squeezing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5wZ0ZLdllyano5dnp4dG90d04xUWE2UmNGaU8wRU9KWU5JTXVIWnc0OE1uRjZRN3hWcENqbGtKQlN3T1hpaUZHZno2WTQ4WHJfVlRSbmxQbjVEa0dfWG5z?oc=5" target="_blank">A multi-layered defense against adversarial attacks in brain tumor classification using ensemble adversarial training and feature squeezing</a>  <font color="#6f6f6f">Nature</font>

Unveiling the veil: high-frequency components as the key to understanding medical DNNs’ vulnerability to adversarial examples
Springer Nature Linkworld

Unveiling the veil: high-frequency components as the key to understanding medical DNNs’ vulnerability to adversarial examples

<a href="https://news.google.com/rss/articles/CBMibEFVX3lxTE11blo0bXhLUmdCTnRyenRRdG1Jai11WGlTaFg5YV9ZRXlGdkw3TFpCN1NtRHZzcU5qTmVXemlkR3BjMm5qNklTdDNpajh0LUVvcEdkX0w5bDFZcjhWVnpTWTJKOEZsci1UeEJ3VQ?oc=5" target="_blank">Unveiling the veil: high-frequency components as the key to understanding medical DNNs’ vulnerability to adversarial examples</a>  <font color="#6f6f6f">Springer Nature Link</font>

Delving into the Adversarial Robustness of Federated Learning
The Association for the Advancement of Artificial Intelligencemarkets

Delving into the Adversarial Robustness of Federated Learning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5saE5JRlVycmFqRllwc01BbV9sX29UZzQyNWI0bnlJV01BTFBEbFFzTUVDd3NTOEN2RjB4SkVFbGZCbTRwckNVNk5TTW9uNTJuZi0tUjRLT0lxWTA2b0FQems4VDM?oc=5" target="_blank">Delving into the Adversarial Robustness of Federated Learning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

A new AI-based attack framework advances multi-agent reinforcement learning by amplifying vulnerability and bypassing defenses
EurekAlert! Science News Releasestech

A new AI-based attack framework advances multi-agent reinforcement learning by amplifying vulnerability and bypassing defenses

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTE03bFNGOFZCTENsQ0gxNTBmdXpJUkhQbHVPUlJwWHBiWUNRU1BqeUxEUWUxajlfWlZqb1QtQ2xlbWduWHF4eU1US3BLRFFLZWFna3FhcGd4aUxIcTAw?oc=5" target="_blank">A new AI-based attack framework advances multi-agent reinforcement learning by amplifying vulnerability and bypassing defenses</a>  <font color="#6f6f6f">EurekAlert! Science News Releases</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>

Vulnerability Exploit Assessment Tool EPSS Exposed to Adversarial Attack
Infosecurity Magazinegeneral

Vulnerability Exploit Assessment Tool EPSS Exposed to Adversarial Attack

<a href="https://news.google.com/rss/articles/CBMihAFBVV95cUxOVTV1ZTFlTEx2N3dOT0NSY0MwUXJGLU5zUnh6S3RDMzlPaW13Qm1wRFE5SGdBUTlCdG5qSVpOQmhlSWRmdG5KWno1dmtMaUFCMlhzZnhIazRvTnBVZTVlci1sNV9HY1lyVGh3X2x1OGswN2FBODQ3YUJ1a2d0VW8zdXFsdWk?oc=5" target="_blank">Vulnerability Exploit Assessment Tool EPSS Exposed to Adversarial Attack</a>  <font color="#6f6f6f">Infosecurity Magazine</font>

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