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Training-Free Coverless Multi-Image Steganography with Access Control

Announce Type: replace Abstract: Coverless Image Steganography (CIS) hides information without explicitly modifying a cover image, providing strong imperceptibility and inherent robustness to steganalysis. However, existing CIS methods largely lack robust access control, making it difficult to selectively reveal different hidden contents to different authorized users. Such access control is critical for scalable and privacy-sensitive information hiding in multi-user settings.

arXiv CS 8d ago

Ghost Tool Calls: Issue-Time Privacy for Speculative Agent Tools

arXiv:2606.02483v1 Announce Type: new Abstract: Tool-augmented language agents speculatively issue likely future tool calls to hide latency, but those calls leak inferred user intent to external services before the agent commits to the branch. Every external observer that received the call retains the disclosure after the agent abandons the branch. Timing is the issue, not authorization: no commit-time cleanup, read-only restriction, or access-control allow-list unsends what an observer...

arXiv CS 8d ago

Cross-modal linkage risk in clinical vision-language models

arXiv:2606.02276v1 Announce Type: new Abstract: Vision-language models (VLMs) trained on paired chest radiographs and radiology reports learn a shared embedding space that can preserve instance-level image-report correspondence. This poses a privacy risk in settings where radiographs and reports are deliberately kept separate after acquisition, such as image-only data sharing or access-controlled reports, because a de-identified image may be re-linked to its original narrative report through...

arXiv CS 8d ago

Norks blast 250+ fake job offers to developers over 6 weeks to try and snarf creds and crypto

There's another likely North Korean-linked scam hitting developers and their employers, while snarfing up credentials and cryptocurrency - and this one doesn't even involve embedding IT workers at high-profile tech giants. A previously unseen phishing crew, suspected to have DPRK ties, sent more than 250 emails to people working in almost 100 organizations, mostly based in the US, over six weeks in April and May. According to security sleuths, it is yet another digital-heist attempt designed...

The Register 1d ago

SECUREVENT: Hybrid AI/ML Security Monitoring for Distributed Event-Based Systems

Announce Type: new Abstract: Distributed event-based systems have become a common substrate for Internet-scale publish/subscribe services, IoT telemetry, cloud-native microservices, and security operations pipelines. Their loose coupling and asynchronous delivery improve scalability, but they also expand the attack surface: publishers, brokers, subscribers, topics, schemas, and temporal ordering can each be abused without a single component observing the whole behavior. This paper proposes...

arXiv CS 8d ago

Launch HN: Hyper (YC P26) – Company brain to power agentic development

Hey HN, we’re Shalin & Kanyes, best friends who've been hacking together for 10+yrs, and now founders of Hyper (https://heyhyper.ai/). Hyper is a shared “company brain” that plugs into information flowing inside a company to make AI agents and automations better and ultimately save people time. Models have gotten good enough that they can (mostly) take on long-horizon, complex tasks.

Hacker News 6d ago

AttackPathGNN: Cross-function vulnerability detection in smart contracts using state interference graphs and conjunction pooling

arXiv:2606.05986v1 Announce Type: new Abstract: Existing learning-based detectors for Solidity smart-contracts reduce vulnerability detection to syntactic pattern matching within single functions, yet many of the most consequential exploits (The DAO, Cream Finance) exist not in any individual function but in the relationship between functions and in the combination of conditions that made the attack feasible. Thus, we propose AttackPathGNN, a graph neural network (GNN) that reframes...

arXiv CS 5d ago

Outback cake decorator stops reporting vandalism because 'nothing gets done'

Mount Isa cake decorator stops reporting vandalism because 'nothing gets done' Mon 8 Jun 2026 at 7:01am In short: Mount Isa cake decorator Ishani Harney says three vandalism incidents in three years have taken a lasting emotional and financial toll on her business. She says she has found the process to access grants designed to help businesses improve security difficult to navigate. Police are urging business owners to report vandalism and property damage, warning unreported incidents can...

ABC Australia 2d ago