Blog

AI creates the first 100-billion-star Milky Way simulation

Researchers combined deep learning with high-resolution physics to create the first Milky Way model that tracks over 100 billion stars individually. Their AI learned how gas behaves after supernovae, removing one of the biggest computational bottlenecks in galactic modeling. The result is a simulation hundreds of times faster than current methods.
http://news.poseidon-us.com/TPJ49B

Week in review: Windows kernel flaw patched, suspected Fortinet FortiWeb zero-day exploited

Here’s an overview of some of last week’s most interesting news, articles, interviews and videos: Adopting a counterintelligence mindset in luxury logistics In this Help Net Security interview, Andrea Succi, Group CISO at Ferrari Group, discusses how cybersecurity is integrated into every aspect of the logistics industry. He explains why protecting data can be as critical as securing physical assets and how a layered defense approach helps safeguard both. Succi adds that awareness, collaboration, and … More → The post Week in review: Windows kernel flaw patched, suspected Fortinet FortiWeb zero-day exploited appeared first on Help Net Security.
http://news.poseidon-us.com/TPHp4m

Chimps shock scientists by changing their minds with new evidence

Chimps may revise their beliefs in surprisingly human-like ways. Experiments showed they switched choices when presented with stronger clues, demonstrating flexible reasoning. Computational modeling confirmed these decisions weren’t just instinct. The findings could influence how we think about learning in both children and AI.
http://news.poseidon-us.com/TPHnbL

A single beam of light runs AI with supercomputer power

Aalto University researchers have developed a method to execute AI tensor operations using just one pass of light. By encoding data directly into light waves, they enable calculations to occur naturally and simultaneously. The approach works passively, without electronics, and could soon be integrated into photonic chips. If adopted, it promises dramatically faster and more energy-efficient AI systems.
http://news.poseidon-us.com/TPHnb7

Finger.exe & ClickFix, (Sun, Nov 16th)

The finger.exe command is used in ClickFix attacks.
http://news.poseidon-us.com/TPHljg

Cisco IOS and IOS XE Software Smart Install Remote Code Execution Vulnerability

Update August 20, 2025: Cisco is aware of continued exploitation activity of the vulnerability that is described in this advisory and strongly recommends that customers assess their systems and upgrade to a fixed software release as soon as possible. A vulnerability in the Smart Install feature of Cisco IOS Software and Cisco IOS XE Software could allow an unauthenticated, remote attacker to trigger a reload of an affected device, resulting in a denial of service (DoS) condition, or to execute arbitrary code on an affected device. The vulnerability is due to improper validation of packet data. An attacker could exploit this vulnerability by sending a crafted Smart Install message to an affected device on TCP port 4786. A successful exploit could allow the attacker to cause a buffer overflow on the affected device, which could have the following impacts: * Triggering a reload of the device * Allowing the attacker to execute arbitrary code on the device * Causing an indefinite loop on the affected device that triggers a watchdog crash Cisco has released software updates that address this vulnerability. There are no workarounds that address this vulnerability. Smart Install client functionality is enabled by default on switches that are running Cisco IOS Software releases that have not been updated to address Cisco bug ID CSCvd36820. This advisory is available at the following link: https://sec.cloudapps.cisco.com/security/center/content/CiscoSecurityAdvisory/cisco-sa-20180328-smi2 This advisory is part of the March 28, 2018, release of the Cisco IOS and IOS XE Software Security Advisory Bundled Publication, which includes 20 Cisco Security Advisories that describe 22 vulnerabilities. For a complete list of the advisories and links to them, see Cisco Event Response: March 2018 Semiannual Cisco IOS and IOS XE Software Security Advisory Bundled Publication. Security Impact Rating: Critical CVE: CVE-2018-0171
http://news.poseidon-us.com/TPHfTd