We break down the ASUS Live Update backdoor and explore why these kinds of supply chain attacks are on the rise. Plus an update from the linux vendor firmware service, your feedback, and more! Links: Joren Verspeurt on Twitter — The explanation you gave for unsupervised wasn't correct, that was just using a net that was trained in a supervised way. Unsupervised learning doesn't involve labels at all. A good example: clustering. You say "there are x clusters" and it learns a way of grouping similar items.Hackers Hijacked ASUS Software Updates to Install Backdoors on Thousands of Computers — The researchers estimate half a million Windows machines received the malicious backdoor through the ASUS update server, although the attackers appear to have been targeting only about 600 of those systems.Malicious updates for ASUS laptops — A threat actor modified the ASUS Live Update Utility, which delivers BIOS, UEFI, and software updates to ASUS laptops and desktops, added a back door to the utility, and then distributed it to users through official channels.Asus Live Update Patch Now Availabile — Asus has emitted a non-spyware-riddled version of Live Update for people to install on its notebooks, which includes extra security features to hopefully detect any future tampering.ASUS response to the recent media reports regarding ASUS Live Update tool attack by Advanced Persistent Threat (APT) groups — ASUS has also implemented a fix in the latest version (ver. 3.6.8) of the Live Update software, introduced multiple security verification mechanisms to prevent any malicious manipulation in the form of software updates or other means, and implemented an enhanced end-to-end encryption mechanism. At the same time, we have also updated and strengthened our server-to-end-user software architecture to prevent similar attacks from happening in the future.The Messy Truth About Infiltrating Computer Supply Chains — The Defense Intelligence Agency believed that China’s capability at exploiting the BIOS “reflects a qualitative leap forward in exploitation that is difficult to detect”Inside the Unnerving CCleaner Supply Chain Attack — Security researchers at Cisco Talos and Morphisec made a worst nightmare-type disclosure: the ubiquitous computer cleanup tool CCleaner had been compromised by hackers for more than a month. The software updates users were downloading from CCleaner owner Avast—a security company itself—had been tainted with a malware backdoor. The incident exposed millions of computers and reinforced the threat of so-called digital supply chain attacks, situations where trusted, widely distributed software is actually infected by malicious code.ShadowPad: How Attackers hide Backdoor in Software used by Hundreds of Large Companies around the World — ShadowPad is an example of how dangerous and wide-scale a successful supply-chain attack can be. Given the opportunities for reach and data collection it gives to the attackers, most likely it will be reproduced again and again with some other widely used software component. Gaming industry still in the scope of attackers in Asia — Yet again, new supply-chain attacks recently caught the attention of ESET Researchers. This time, two games and one gaming platform application were compromised to include a backdoor.Microsoft Security Intelligence Report Volume 24 is now available — Software supply chain attacks are another trend that Microsoft has been tracking for several years. One supply chain tactic used by attackers is to incorporate a compromised component into a legitimate application or update package, which then is distributed to the users via the software. These attacks can be very difficult to detect because they take advantage of the trust that users have in their software vendors. The report includes several examples, including the Dofoil campaign, whic