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How kids feel about AI, in their own words

When we set out to talk to kids about artificial intelligence, we thought we knew what we’d hear. We expected some to tell us they were using it to cheat a little, the way Millennials and Gen Xers opened up CliffsNotes or programmed formulas into their TI-82s, and others to share inspiring ways they were…

2026-08-13 原文 →
AI 资讯

Scaling AI agents with trustworthy data

Business and technology leaders need no convincing that the time of agentic AI is here. Organizations are rapidly adopting agents, and few executives doubt the technology’s potential to transform work. But many organizations find that realizing the desired return on investment (ROI) from AI hinges on having the right foundation, with inadequate infrastructure and data…

2026-08-13 原文 →
AI 资讯

Podcast: Cloud and DevOps InfoQ Trends Report 2026: AI, Resilience, Platforms, FinOps, and Sovereignty

In this episode of the podcast, members of the InfoQ editorial staff and friends of InfoQ will discuss current trends in the cloud and DevOps domains as part of our annual trends report. These reports provide InfoQ readers with a high-level overview of key topics to watch. This podcast offers a chance to hear our raw conversation and the stories shared by our expert practitioners. By Daniel Bryant, Matt Saunders, Shweta Vohra, Steef-Jan Wiggers, Mark Silvester

2026-08-12 原文 →
AI 资讯

Gunra Ransomware: RaaS Exploiting FortiGate for VDI Sessions, OTP Theft, SaaS Exfiltration, and Encryption

Gunra Ransomware: RaaS Exploiting FortiGate for VDI Sessions, OTP Theft, SaaS Exfiltration, and Encryption 1. Basic Information Severity : Critical Title : #StopRansomware: Gunra Ransomware (AA26-222A) Publishers : CISA / FBI / DC3 / NSA / USSS / Korean National Police Agency (KNPA) Publication Date : 2026-08-10 Original Source : https://www.cisa.gov/news-events/cybersecurity-advisories/aa26-222a Primary PDF : https://media.defense.gov/2026/Aug/10/2003976697/-1/-1/0/CSA_STOPRANSOMWARE_GUNRA_RANSOMWARE.PDF Related Sources : NSA Announcement: https://www.nsa.gov/Press-Room/Press-Releases-Statements/Press-Release-View/Article/4567025/nsa-joins-fbi-and-others-in-releasing-guidance-to-defend-against-gunra-ransomwa/ BleepingComputer: https://www.bleepingcomputer.com/news/security/us-warns-of-gunra-ransomware-attacks-against-government-critical-infrastructure/ Related Malware, Groups, CVEs, and Products : Gunra, Golden Community, Conti variant, CVE-2024-55591, CVE-2025-24472, FortiOS, FortiProxy, SSL-VPN, VDI, Active Directory, Hiware, OneDrive, SharePoint, Mega, Sliver, Impacket, RClone 2. Executive Summary This is a double-extortion Ransomware-as-a-Service (RaaS) that enters networks through FortiGate/VPN authentication bypasses or default credentials. It modifies VPN traffic to steal sessions, implants static OTP backdoors into VDI authentication processes, steals dozens of terabytes of data from Active Directory, management servers, and SaaS platforms, and finally encrypts Windows and Linux systems. 3. Attack Flow Chain A: Fortinet-Initiated (Observed by FBI) Exploits CVE-2024-55591 or CVE-2025-24472 on internet-facing FortiOS/FortiProxy to bypass authentication. Gains access to the firewall/SSL-VPN and performs internal reconnaissance. Performs SMB lateral movement using Impacket's psexec.py or smbclient.py . Executes secretsdump.py on the domain controller to retrieve password hashes derived from NTDS.dit . Moves to privileged system accounts using pass-the-hash/pass

2026-08-12 原文 →
AI 资讯

Kimwolf v7: Android/IoT Botnet with HTTP/2 Browser Spoofing DDoS and ENS/Tor Three-Layer C2

Kimwolf v7: Android/IoT Botnet with HTTP/2 Browser Spoofing DDoS and ENS/Tor Three-Layer C2 1. Basic Information Severity : High Article Title : Kimwolf v7: An Evolution of the Kimwolf Botnet Publisher : Unit 42 / Palo Alto Networks Publication Date : 2026-08-11 Original Source : https://unit42.paloaltonetworks.com/kimwolf-v7-botnet-malware/ Related Sources : Unit 42 IOCs and Analysis Materials: https://github.com/pan-unit42/iocs/tree/master/Kimwolf-v7 BleepingComputer (Large-scale DDoS Observation): https://www.bleepingcomputer.com/news/security/ddos-attacks-over-1-tbps-surged-fivefold-in-the-second-quarter/ Related Malware, Groups, and Products : Kimwolf v7, AISURU, Android TV box, set-top box, Android Debug Bridge (ADB), Ethereum Name Service (ENS), Tor, nghttp2, BoringSSL Main IOCs : netd_service , TVHelper , 127.0.0.1:23075 , eth.rpcuniverse[.]com , 212.193.31[.]119:13 , 212.193.31[.]122:13 , 212.193.31[.]92:443 , 212.193.31[.]158:443 2. Executive Summary This is a new version of the botnet that uses residential proxies to reach unauthenticated ADB and turn Android TV devices into bots. It maintains DDoS and proxy relay capabilities using Chrome-like HTTP/2 floods and a fault-tolerant C2 that combines ENS, Tor, and local SOCKS proxies. 3. Attack Flow Chain A: Infection and Bot Registration The attacker uses a residential proxy exit node as a stepping stone to reach ADB TCP/5555 on the local network. The attacker finds Android TV boxes or set-top boxes where ADB is active and requires no authentication. The attacker drops and runs an ARM ELF payload via an external loader or APK wrapper. For APK variants, a Java wrapper disguised as SystemService runs an embedded ELF such as libdevice.so . Some samples check for root access, but public sources do not explain how this affects execution. Some samples use BootReceiver to run after reboot. The ELF creates a Unix domain socket to prevent multiple instances and changes its process name to netd_service or TVHelper . It

2026-08-12 原文 →
AI 资讯

Presentation: Producing the World's Cheapest Tokens: A How-to Guide

Meryem Arik discusses strategies for designing low-cost LLM inference architectures for high-volume, non-real-time workloads. She explains how software architects and engineering leaders can achieve order-of-magnitude cost reductions by making critical trade-offs across hardware, inference runtimes, speculative decoding, and smart queue reordering. By Meryem Arik

2026-08-11 原文 →
AI 资讯

Presentation: Leveraging Adversary Emulation for GenAI Red Teaming

Kennedy Torkura discusses practical GenAI red teaming techniques to safeguard LLMs and knowledge bases against security threats like data poisoning and LLMjacking on AWS. He explains how engineering leaders and architects can bridge traditional cloud security with MITRE ATLAS frameworks to proactively identify vulnerabilities, implement guardrails, and secure production AI applications. By Kennedy Torkura

2026-08-10 原文 →