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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Understanding adversarial" (30 stories)

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Understanding adversarial attacks against Machine Learning and AI
Lead StoryNational Cyber Security Centretech
Apr 29

Understanding adversarial attacks against Machine Learning and AI

<a href="https://news.google.com/rss/articles/CBMimwFBVV95cUxOLXNOUUJfbWtrRkdPajJFSXhoRHpaUlJCNFNGSXRYNWFUZUU5RWxfT0t6bHFRWHZxLVRyZXB1cm02UlRfaXNoX3dMQTMtalZRRy1CZmtzbjh3cGtETEtEanJXRW4xQ2dWS3l2WFBQYmpPcmJsdzcxdjJ1bTB0UW81aEx6ai1fb0k5cnJfc3VJZmVXeTNudVRMMi1uMA?oc=5" target="_blank">Understanding adversarial attacks against Machine Learning and AI</a>  <font color="#6f6f6f">National Cyber Security Centre</font>

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Search Results for "Understanding adversarial"

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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>

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MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents
The Association for the Advancement of Artificial Intelligencegeneral

MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9FaGpCTVZWbldQX1FFQVM2aGNxOXJaSTZNb3VlZlVWTnRVNUF2am9HcC13Nm9aTGpXU2d3cEFKX3kyZlpMb3BxSkJCTnJLU3VMSE1hak52TmJONV9GRzdOTzk5Ujg?oc=5" target="_blank">MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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SpecterOps Expands Tradecraft Academy with New AI Frontier Model Tradecraft Course in Partnership with OpenAI
01nettech

SpecterOps Expands Tradecraft Academy with New AI Frontier Model Tradecraft Course in Partnership with OpenAI

<a href="https://news.google.com/rss/articles/CBMiywFBVV95cUxNcHdyRjVKMFBaNGNZRGIzQnhVNmpxU3Ntc3Z5bUdxOS1hWTFQYnh2bFFScFlHZW1RLURqZzJlelVqS2RENm9mTzRTTUNnRFNCSVhTZVl6VkVBckszczJlOURLRHNkV2F3dC1nVlBVejkyRHNfN1NYNmtfS1VZMzBoZzQ2Z1UtdngyN1lpNjVBOWVDUDIwLUx0cG5pN1RFeVRrZ1Y3ZTUtdjFGZDlCV0tNTExTYThWQ1pLWlV0OU1XWlJLeEUwRDB1d1RuVQ?oc=5" target="_blank">SpecterOps Expands Tradecraft Academy with New AI Frontier Model Tradecraft Course in Partnership with OpenAI</a>  <font color="#6f6f6f">01net</font>

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Stress-testing AI vision systems: Rethinking how adversarial images are generated
Tech Xploretech

Stress-testing AI vision systems: Rethinking how adversarial images are generated

<a href="https://news.google.com/rss/articles/CBMihwFBVV95cUxOeEFHbHNrNTJ5SEJLcFJDMlBaanE3UHdWY1BicjVQX05qQk1uem1BeUN1akdQRXNDejhPMC1jSU1jWkk5Y0llU0JsTExrcFBLS1lfemdlVERmRzBPODBiTkE2Y1NKOC13TmZVLTJzT0lnNE1FUlpFYmRrX1FpcjJGU3ZVaFIwR1E?oc=5" target="_blank">Stress-testing AI vision systems: Rethinking how adversarial images are generated</a>  <font color="#6f6f6f">Tech Xplore</font>

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Adversarial Machine Learning: Evasion, Poisoning, and Model Inversion
Blockchain Councilgeneral

Adversarial Machine Learning: Evasion, Poisoning, and Model Inversion

<a href="https://news.google.com/rss/articles/CBMiuAFBVV95cUxOa2txS3pNWFV6NnNhMldlSXFhWFNRQ2tKaE0yeFRuakpMOThtM3F5a2VIaVJkbVdTWTN5Q21RbWs1ZlFfM0UxZ3JYcGV3UWR3UmRxcWgtS3U4ckhvb0JBWk53TDV4cldsRVplVUtuSDRxRGNGRUotTVBlQTFSVWgxTUs5bXFIVlR5YktKUEltSGxfdmI2NFdld3g2TW5BYndvVk5ZNXhLamdwSDBrQWRtZ1JCSEc1b3Uw?oc=5" target="_blank">Adversarial Machine Learning: Evasion, Poisoning, and Model Inversion</a>  <font color="#6f6f6f">Blockchain Council</font>

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A Flat Minima Perspective on Understanding Augmentations and Model Robustness
The Association for the Advancement of Artificial Intelligenceworld

A Flat Minima Perspective on Understanding Augmentations and Model Robustness

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9oMkxFbE9pNERQbVZHZHFZZDNia3lYdHJ6MUJtWGhLYlFUeXdqazlpaGtYeFp2MENIR0VMbUk2SGt0TnViTDJWWW1DemRFQTM1cXBJR1VPMFZwZF9uMy15UkkyTDk?oc=5" target="_blank">A Flat Minima Perspective on Understanding Augmentations and Model Robustness</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Understanding adversarial examples requires a theory of artefacts for deep learning
Natureworld

Understanding adversarial examples requires a theory of artefacts for deep learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB6LUlDZXJFRy1lN2J5VWFGUzBBTmJZZ0treDhDTnVUN1R0b1dmWXgydWV6X1pON0QzMGhBaDYyWC05b3lyNHBSU1ptRWh0QUJIS2cxRGZJN1pIMVFQWlJj?oc=5" target="_blank">Understanding adversarial examples requires a theory of artefacts for deep learning</a>  <font color="#6f6f6f">Nature</font>

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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>

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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>

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Fooling Neural Networks with Adversarial Examples
Towards Data Sciencegeneral

Fooling Neural Networks with Adversarial Examples

<a href="https://news.google.com/rss/articles/CBMimgFBVV95cUxOTFZiV2N5Wk1MY1NtYVpYQTg0a1VuS2d4bWZVWm1qcU10UG1MMFZwQnpaRjFhMld0S09waXAxUW5CQTREX09OY1hMb1h0WVprT3VmeTVQTUpfaDE1cXkwLXNmSFZGMGNoVlUzc1BwOTZBY2xUTG9POTVfaUZJT3FPRnJ5UkZZNkpvaVFzMzl3Umg1ODBTeDZlcGxB?oc=5" target="_blank">Fooling Neural Networks with Adversarial Examples</a>  <font color="#6f6f6f">Towards Data Science</font>

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SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models
The Association for the Advancement of Artificial Intelligenceworld

SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE01NUR5R0ZQdDd5N1YzM0VUVmtQLWRXOU96UWVnX2dfSy11ZTRzT1pYMFRXX0xTUDZBQUJzTDJPWFVTa1dNdGtfcEpUZVNJY2ZBZGxfMnVDX0ZaNE9MdDY1bGEtR0Q?oc=5" target="_blank">SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Understanding and mitigating the impact of race with adversarial autoencoders
Natureworld

Understanding and mitigating the impact of race with adversarial autoencoders

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5XV0ptRlE4djUxNDNBTjBTeW5hQXVJbWN6ZHN0MzJJQ0tlaVg5TXZ6bkFRVmlKbVVLa1RqUFlkaEhHU3BqMzlrVEZjUzlJOThoUmljbzZqQ2lSNWh0U3dN?oc=5" target="_blank">Understanding and mitigating the impact of race with adversarial autoencoders</a>  <font color="#6f6f6f">Nature</font>

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Understanding Catastrophic Overfitting in Single-step Adversarial Training
The Association for the Advancement of Artificial Intelligencetech

Understanding Catastrophic Overfitting in Single-step Adversarial Training

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9nYmYzUTFmUkkxcDFIaVBoSkNDNjF6ZWZaU3NodWVpbFJ3TFhRVnBsXzVYR1pSVEtBa01fZjFPY3pQYXg2aUdTcDdZS0Y0WHlBaVdYV1BYUlVORTZWLVFFZFlMMFc?oc=5" target="_blank">Understanding Catastrophic Overfitting in Single-step Adversarial Training</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Gradual poisoning of a chest x-ray convolutional neural network with an adversarial attack and AI explainability methods
Naturetech

Gradual poisoning of a chest x-ray convolutional neural network with an adversarial attack and AI explainability methods

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBMNkNneUVKTzBHc0lmZ21zVkt4dXZ1SnpHN21nMmI4VmVIalcwekszUG9iNm4xWFhQWEpYakJZaXI5QzJEd0hZX2N4Zlk1UlVpUjY3eXNQeDZ0bWlackRr?oc=5" target="_blank">Gradual poisoning of a chest x-ray convolutional neural network with an adversarial attack and AI explainability methods</a>  <font color="#6f6f6f">Nature</font>

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Taxonomy Driven Fast Adversarial Training
The Association for the Advancement of Artificial Intelligencetech

Taxonomy Driven Fast Adversarial Training

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBRNFJ6SGdrWXk1cmdySTBpZWhiX0lfWExDRXVzLUtHWGpYcUNwTVlIWTVfR25VT3M0YTloSldKaFhFaC0yVFE5bTZ0a0FmZXU5a2xueHI0SjZDWFNYR0JOV2YwU0E?oc=5" target="_blank">Taxonomy Driven Fast Adversarial Training</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Adversarial explanations for understanding image classification decisions and improved neural network robustness
Natureworld

Adversarial explanations for understanding image classification decisions and improved neural network robustness

<a href="https://news.google.com/rss/articles/CBMiXkFVX3lxTE44QXhKVzB2bjFvbGdDQXVJc0ZmU3N4QkwwQ3hQTTAtMWxyZk9IX0h1Y0NPRE5pTGpHN1otYS0yNjRkeU02THR0VUlyWTB1TWxzTGJodVdPdHAxS2xjR3c?oc=5" target="_blank">Adversarial explanations for understanding image classification decisions and improved neural network robustness</a>  <font color="#6f6f6f">Nature</font>

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Adversarial Self-Attention for Language Understanding
The Association for the Advancement of Artificial Intelligenceworld

Adversarial Self-Attention for Language Understanding

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE12RlB5UnZ0NGk0cHdKTUFrRWo1bzlKYlZsQWdNdkRaeVBDQVpPajFiMzdNTlA2ZHphQk9CbTEzTkNmalA1WVEtYS1SOTh3U0NyMEFDUFNvSE81bVJEQnlxcTFzaTQ?oc=5" target="_blank">Adversarial Self-Attention for Language Understanding</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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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>

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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>

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NIST's adversarial ML guidance: 6 action items for your security team
ReversingLabsgeneral

NIST's adversarial ML guidance: 6 action items for your security team

<a href="https://news.google.com/rss/articles/CBMiowFBVV95cUxQLV9TOERtNmQtQVRJOHFHTldfUzhUMzVRX29ILXBldmlLUmlMUGQ3ZXF0SVVBeWlJOGpxYnpFQ2Jwdi1adUZQM05yOEp4UlZ4VDJoNmdfekpqWlZNQWdTbU1VSmpwWDZfY29GSDNuQ2lBSEFZdUlnWjdfbUNxaTVsV0tPa3ExeXp2Ylh1ZXZCRG1ydWNHZE5UbjFPS2RldVo3Q25Z?oc=5" target="_blank">NIST's adversarial ML guidance: 6 action items for your security team</a>  <font color="#6f6f6f">ReversingLabs</font>

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Understanding BYOVD Attacks and Mitigation Strategies
Halcyon.AIworld

Understanding BYOVD Attacks and Mitigation Strategies

<a href="https://news.google.com/rss/articles/CBMiiAFBVV95cUxOeDFNWTk1cDQ5OVlfVU9NaU9RRTFaX1VjLUV3LVZPUjF1OUdCUDRiSEFmUXFfUEFpU0FYdDFoeFdwSkUzY2hsX1JpUnBkU1RjRlIzMXFGT0JLZnRJUXg0bVZlcTd1M3hVaXdldG5SSlR3eXBQaFZybjhUeFpIc3BVcHpJQWZra1RG?oc=5" target="_blank">Understanding BYOVD Attacks and Mitigation Strategies</a>  <font color="#6f6f6f">Halcyon.AI</font>

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A comprehensive survey of deep face verification systems adversarial attacks and defense strategies
Naturegeneral

A comprehensive survey of deep face verification systems adversarial attacks and defense strategies

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1DVDhhX1BzblJOX0JFUDRTSDBrdE53Z3l0dzhvdVhrcGVSS1Fpb05pbWNsV3ZjOVVnUTRha1JqUlhBcWVuYVVUcTBQMXp0bGpsYWpjYlp4dFg0NVZfTTRJ?oc=5" target="_blank">A comprehensive survey of deep face verification systems adversarial attacks and defense strategies</a>  <font color="#6f6f6f">Nature</font>

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A Closer Look at Curriculum Adversarial Training: From an Online Perspective
The Association for the Advancement of Artificial Intelligencetech

A Closer Look at Curriculum Adversarial Training: From an Online Perspective

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBFOWRQSW9NWndJMkphZnhCVWFxaTVFUjZ4cFVZQWlWU0lsWEhROFlBVW1qUTNKY3BEdGh3WE52YUpPLUZLekozMGRuQ20zcmM3b2FidnBtYTdQbElkN0tFeUtTZHA?oc=5" target="_blank">A Closer Look at Curriculum Adversarial Training: From an Online Perspective</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Artificial Intelligence, Real Risks: Understanding—and Mitigating—Vulnerabilities in the Military Use of AI
Modern War Institute -tech

Artificial Intelligence, Real Risks: Understanding—and Mitigating—Vulnerabilities in the Military Use of AI

<a href="https://news.google.com/rss/articles/CBMizAFBVV95cUxNbGpkU2cwUVk0dVZPNDdpMGs2WjlKY0l6WHlWWVdyMEUxbXhQOGdTb3EzTThCMmI3cVp1SmotaHRYdVFMN3pXNC1tWnhrSjhGaTIyVm9KdzVoZ05LalptVE9HRm0yUnJfaUpvVGs5dTFQN3R5aDkza3BKUlFIR052MWFvV3B6eUtHVmFzVURwUGIyeC1fT3dBVjVmYTZpZWxlZUM1YnJ0dy02eDNYRXRtRUEyYkVpZldtcHVYaUpqLWtpeF92bmQ4NmZNWmQ?oc=5" target="_blank">Artificial Intelligence, Real Risks: Understanding—and Mitigating—Vulnerabilities in the Military Use of AI</a>  <font color="#6f6f6f">Modern War Institute -</font>

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New Frontier of GenAI Threats: A Comprehensive Guide to Prompt Attacks
Palo Alto Networkstech

New Frontier of GenAI Threats: A Comprehensive Guide to Prompt Attacks

<a href="https://news.google.com/rss/articles/CBMitwFBVV95cUxNM0hkc2FWWkRScm0zY0ZmbHZQM3psT05vUXdjMmUzR0tNWVpBX0pSNHRQX3hIYTNvaEJwMTdmX3NDZEEwZlZDcmtIaFdySXctRjJzZ2NCOXFYZkZ4STliamFHZmkxaHV5a2FJR2pLSzdJNTBvX0R3MjNlNW5MT2pEMjBnWTI0X2hZQnk3bk9jM2pienQ2UWptVG11cjNNUm52ZjVPNllPTjh4bF9kM3hpTFdSRmpxakU?oc=5" target="_blank">New Frontier of GenAI Threats: A Comprehensive Guide to Prompt Attacks</a>  <font color="#6f6f6f">Palo Alto Networks</font>

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Understanding and Enhancing Robustness of Concept-Based Models
The Association for the Advancement of Artificial Intelligenceworld

Understanding and Enhancing Robustness of Concept-Based Models

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1JeDJUOG55bHFDWVB4SHFNdEFEVTdiZ1FfV2tQS3FUaFU1dWFjWmtVa0k0cUI3OHhVZjI0dkVuT3RjNmdQTTFUVkRNZFRyZ28yS0pndFVfbmFRM2xQVzZBdmlrMHI?oc=5" target="_blank">Understanding and Enhancing Robustness of Concept-Based Models</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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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>

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Boosting adversarial transferability in vision-language models via multimodal feature heterogeneity
Naturegeneral

Boosting adversarial transferability in vision-language models via multimodal feature heterogeneity

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBwaDZTeEg1VWRfLWtMQnhnTmNBV0Y5MmZUY0MxVE1HczZCbkZMLUpqMzBTb1ZoUkJCVmpyMFBydUl6VFFEYjdJNGNSTUpYa3lVWk5BNUxRMVJ1aEVvWjc4?oc=5" target="_blank">Boosting adversarial transferability in vision-language models via multimodal feature heterogeneity</a>  <font color="#6f6f6f">Nature</font>

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Probing Latent Subspaces in LLM for AI Security: Identifying and Manipulating Adversarial States
alphaXivtech

Probing Latent Subspaces in LLM for AI Security: Identifying and Manipulating Adversarial States

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE1QRmsxeWwxdS1YTkNsalBISjdSUUpTZTV3LWRGY3Vtd2hwMmJXTElVTWZWME1qMXo3OE0xdmMzMkNZM2J4SUJxQ1NvbThQa3lk?oc=5" target="_blank">Probing Latent Subspaces in LLM for AI Security: Identifying and Manipulating Adversarial States</a>  <font color="#6f6f6f">alphaXiv</font>

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