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GitHub - HelixCipher/malware-detection: Unsupervised malware detection: anomaly scoring trained on benign software only (autoencoder + frozen DINOv2/Mahalanobis), applied to reversible byteplot images that reassemble into hash-verified executables. Step-by-step notebook + converter. · GitHub

A project detailing an unsupervised anomaly-detection pipeline for malware using reversible byteplots of benign Windows PE tiles, enabling original executables to be reassembled and hash-verified. It combines a convolutional autoencoder and a frozen DINOv2 with Mahalanobis distance, evaluated on the theZoo dataset with standard malware-detection metrics, within a multi-stage, sandboxed workflow.

Apple notifications alert victims in 99 countries about mercenary spyware infections | CyberScoop

Apple warns nearly a hundred countries about mercenary spyware infections, signaling a significant, ongoing global threat. Experts urge victims to enable Lockdown Mode and seek guidance from digital rights groups as industry standards for spyware tooling evolve.

German deputies and ministers warned that their iPhones were targeted by spyware | Euronews

Translated title. Original: Német képviselők és miniszterek figyelmeztettek, hogy iPhone-jaikat kémprogram célozta meg | Euronews

German deputies and ministers were warned their iPhones may be infected with a targeted spyware. Apple and German authorities reported alerts about a sophisticated mercenary spyware; the identity of targets and attackers remains undisclosed, with caution advised for affected devices.

Self-replicating AI worm warning, will smart devices be infected - 천의무봉

Translated title. Original: 자가복제 AI 웜 경고, 스마트 기기 감염될까 - 천의무봉

Anthropic warns that small AI models could soon self-replicate across home devices, creating a mobile AI worm risk that spreads between devices and is hard to eradicate; experts say the warning is plausible but not proven, and practical steps should focus on software updates and network management.

Spyware software: Apple warns German parliamentarians

Translated title. Original: Logiciel espion : Apple alerte des parlementaires allemands

German officials report Apple alerting several Bundestag members to mercenary spyware; infection status unclear. The spyware, exemplified by Pegasus, targets specific individuals via sophisticated, often zero-click methods, granting access to communications and device functions. Apple and BSI advise careful remediation, including updates, device replacement if needed, and strict authentication; notifications emphasize not clicking links or sharing credentials. The attacker identity is unknown.

Apple alerts iPhone users in 99 countries about spyware - Korben

Translated title. Original: Apple alerte des utilisateurs d'iPhone dans 99 pays contre un logiciel espion - Korben

Apple warns iPhone users in about 99 countries of mercenary spyware likely targeting journalists and political opponents; Pegasus is a well-known example. The attacks use zero-click exploits, affecting high-profile individuals and prompting government advisories, especially in Germany. Apple has not named suspects and suggests Isolation mode and professional support; the campaigns have run since 2021 across 150+ countries. Negotiations to regulate such spyware are ongoing (Pall Mall).

Apple reports compromise of devices by spyware | heise online

Translated title. Original: Apple meldet Kompromittierung von Geräten durch Spyware | heise online

Germany's BSI warns officials of potential spyware on iPhones, with Apple notifying users of possible compromise. Officials stress uncertainty and note spyware has long existed; the incident is not confirmed as AI-driven and remains under investigation.

Apple strongly warns iPhone users in 99 countries about mercenary spyware.

Translated title. Original: Apple warnt iPhone-Nutzer in 99 Ländern eindringlich vor Söldner-Spionagesoftware.

Apple warns iPhone users in 99 countries about mercenary spyware, urging immediate security action and consultation with experts, while noting no confirmation of device compromise and recommending Lockdown Mode; authorities in Germany emphasize seriousness and advise users to assume devices are insecure.

Apple sends warnings: Mercenary spyware in 110 countries | heise online

Apple warns iPhone users in 110 countries about mercenary spyware, advising urgent security actions including Lockdown Mode and offering external support through experts and the Digital Security Helpline.

Apple Meets Thai Officials Over iPhone Spyware Warnings - MacRumors

Apple met Thai officials to discuss warnings sent to users over possible spyware targeting. The alerts do not confirm device access or identify attackers, and authorities said they had no evidence linking the activity to Pegasus.