arXiv:2609.25734v1 Announce Type: new Abstract: Deep neural networks are vulnerable to adversarial attacks. Among black-box attacks, targeted decision-based attacks are particularly difficult: the attacker observes only the target model's top-1 label and aims to make it predict a prespecified target class under a bounded perturbation. Before perturbation refinement, the attacker must discover a direction that reaches the prescribed target region.
GuidedRay: Diversity-Guided Direction Discovery for Targeted Hard-Label Black-Box Attacks
About this summary. This is a short, independently written summary of an article first published by arXiv cs.CR. Cyber Security News did not report or verify the underlying story. Read the original: https://arxiv.org/abs/2609.25734
Source attribution: headline and facts are from arXiv cs.CR (arxiv.org). Summary method: excerpt of the source description. See our source attribution policy.
Related coverage
OpenAI’s dirty deeds Down Under included security bypass attempts, using exposed keys, source code siphon
OpenAI has detailed the extent of the dirty deeds its agents indulged in Down Under in a Tuesday blog post titled How we will do better for Australia, which addresses…
Claude Sonnet 5.5
Claude Sonnet 5.5 New Sonnet model from Anthropic today. They say it "runs 30%+ faster, and costs up to 30% less for most work" - it's priced the same as Sonnet 5 but…
CSA Welcomes NVIDIA Open Agent Safety Platform
Cloud Security Alliance is building industry consensus around governance and security controls for autonomous AI. We welcome the launch of the NVIDIA Open Agent Safety…
JadePuffer crims hijacked Azure identities and used them to blow up cloud resources
The cyber criminal behind JadePuffer, the first known agentic ransomware infection reported over the summer, has also used stolen Azure identities to conduct destructive…
Carbonato Botnet Puts an AI Agent on Hacked Docker Hosts
The botnet uses the open source Hermes Agent AI framework to execute commands via Telegram and steal AI API keys from exposed Docker hosts.
AI Accounts Are Becoming the New Target for Infostealers
Infostealers are exposing corporate AI accounts, sessions and API keys, giving attackers access to sensitive data, compute and connected systems. SOCRadar analyzed…