❶ An engineer discovered his iLife A11 smart vacuum secretly sent home mapping data to servers, blocked telemetry, and suffered remote bricking via kill command;

❷ Through reverse engineering with custom hardware and Python scripts, he revived the device to operate fully offline, bypassing manufacturer control;

❸ The case exposes systemic risks of IoT devices offloading sensitive data and highlights the need for consumer vigilance in smart home security.

➀ Amazon Web Services (AWS) experienced a massive outage in the US-EAST-1 Region, causing severe disruptions to DynamoDB APIs and DNS resolution;

➁ Major platforms like Roblox, Fortnite, Zoom, Snapchat, as well as banking apps and AI services, were rendered inaccessible due to AWS dependency;

➂ AWS confirmed gradual recovery but warned of lingering delays due to backlogged requests, spotlighting risks of centralized cloud infrastructure.

➀ The U.S. Department of Justice seized 127,271 Bitcoins (valued at $15B) from Chen Zhi, a Cambodian fraudster accused of orchestrating a 'pig butchering' scam using forced labor;

➀ The operation involved a transnational criminal network spanning 30+ countries, with victims deceived through emotional manipulation and fake investments;

➂ Chen Zhi faces up to 40 years in prison, while his conglomerate 'Prince Group' was officially designated as a criminal organization by U.S. and UK authorities.

➀ ETH Zurich researchers identified a hardware-level vulnerability named **RMPocalypse** in AMD's SEV-SNP technology, which secures confidential cloud computing environments;

➁ The flaw allowed 100% success rate in bypassing protections, exposing sensitive data (e.g., AI-processed messages) via memory management weaknesses in AMD processors;

➂ AMD patched the issue post-disclosure, reinforcing the critical role of secure computing for data sovereignty and cloud trust.

➀ An Oklahoma man faces 20 years in prison for supplying over 100 3D-printed machine gun conversion kits to an FBI undercover agent posing as an al-Qaida operative;

➁ The FBI sting operation uncovered the suspect's broader activities, including sharing military manuals, discussing nuclear weapons, and cyberattack plans;

➂ The case highlights tensions between free speech, gun rights, and national security risks posed by 3D-printed 'ghost guns.'

➀ Discord confirmed a third-party breach (possibly Zendesk) exposing 70k government ID photos, contradicting hackers' 2.1 million claim;

➁ The company refused to pay $3.5 million ransom, severed communication with hackers threatening public data leak;

➂ Dispute continues over true scale with hackers alleging access to 5.5 million users' support tickets.

➀ The FedLLMGuard framework, developed by the University of Portsmouth, combines large language models (LLMs) and federated learning to enable real-time threat detection in 5G networks while preserving data privacy;

➁ It achieved 98.64% detection accuracy and responded to attacks in 0.0113 seconds, outperforming traditional intrusion detection systems;

➂ The system’s adaptability and self-learning capabilities address evolving cyber threats, offering a critical solution for securing next-generation wireless infrastructures.

➀ Japanese AI company Alt filed for bankruptcy protection after being delisted from the Tokyo Stock Exchange, with CEO Kazutaka Yonekura resigning amid financial irregularities;

➁ Investigations revealed 78%-91% of Alt’s reported sales from 2021-2024 were inflated, raising concerns about IPO credibility;

➂ Despite offering AI-driven services like digital clones and automated meeting transcription, Alt faces an uncertain restructuring process due to a lack of financial backers.

➀ The UK Space Agency (UKSA) and UK Space Command (UKSC) are developing sensors to detect and analyze laser threats targeting satellites, enhancing national security;

➁ The project receives £500,000 initial funding under the UKSA's 'Unlocking Space for Government' program to safeguard satellite-dependent services critical to the UK economy;

➂ Russian ground-based systems reportedly attempt weekly jamming of UK military satellites, emphasizing the urgency of space defense initiatives.