"There's a similar problem in artificial intelligence: The people who develop AI are increasingly having problems explaining how it works and determining why it has the outputs it has. Deep neural networks (DNN)-made up of layers and layers of processing systems trained on human-created data to mimic the neural networks of our brains-often seem to mirror not just human intelligence but also human inexplicability."
"This takes us to Kerala in south India, home to about 34 million people. There, the communist-led state government is launching something called the Kerala Fibre Optical Network (KFON) - and it's a major milestone. (It is worth noting the irony that the communist government, which has a history of opposing the introduction of computers, is now at the forefront of this digital initiative.) In 2016, the state recognised the internet as a basic citizen's right, joining other polities like Finland, Costa Rica and France. Next on the agenda: making this new right mean something.
Despite facing various setbacks - such as the pandemic and a corruption allegation that led to the arrest of the senior bureaucrat who was previously in charge of KFON (he denies the allegation) - the project has finally been launched. It's a fibre-optic broadband Network project, aiming to provide affordable and reliable internet connectivity to every household, government institution and business entity in the state."
"The Victorian upper house MP Georgie Purcell has lashed Nine News in Melbourne for using an image edited to make her breasts look bigger and expose her midriff, which the network blamed on "automation by Photoshop".
But Adobe has cast doubt on Nine News's claim about its software, after the network broadcast the image during Monday night's bulletin.
The program's news director, Hugh Nailon, apologised to the upper house Animal Justice Party MP on Tuesday for the "graphic error", and blamed "automation by Photoshop"."
"Affectiva is running a program that pays drivers to help train its emotion-recognition system. The company sends drivers a kit including cameras and other sensors to place within their vehicles. These record a person's facial expressions, gestures, and tone of voice on the road. That data is then labeled by trained specialists for a range of emotions, and fed into deep neural networks."
"Worse: turbines are networked, so once one turbine is compromised, the rest of the turbines in the field can be poisoned, with attacks that include "paralyzing turbines, suddenly triggering their brakes to potentially damage them, and even relaying false feedback to their operators to prevent the sabotage from being detected.""
""This is the first time such machine learning tools have been used in this context," says Fluri, "and we found that the deep artificial neural network enables us to extract more information from the data than previous approaches. We believe that this usage of machine learning in cosmology will have many future applications.""
"Amazon customers have one week to opt out of a plan that would turn every Echo speaker and Ring security camera in the US into a shared wireless network, as part of the company's plan to fix connection problems for its smart home devices."
"According to these internal documents, SIAM is a computer system that works behind the scenes of Iranian cellular networks, providing its operators a broad menu of remote commands to alter, disrupt, and monitor how customers use their phones. The tools can slow their data connections to a crawl, break the encryption of phone calls, track the movements of individuals or large groups, and produce detailed metadata summaries of who spoke to whom, when, and where. Such a system could help the government invisibly quash the ongoing protests - or those of tomorrow - an expert who reviewed the SIAM documents told The Intercept."
"My prediction failed. For a decade and a half, Facebook resisted the fate of all the social networks that preceded it. In hindsight, it's easy to see why: it cheated. The company used investor cash to buy and neutralize competitors ("Kids are leaving Facebook for Insta? Fine, we'll buy Insta. We know you value choice!"). It allegedly spied on users through the deceptive use of apps such as Onavo and exploited the intelligence to defeat rivals. More than anything, it ratcheted up "switching costs.""
"The organisation is a pioneer of the "ransomware as a service" model, whereby it outsources the target selection and attacks to a network of semi-independent "affiliates", providing them with the tools and infrastructure and taking a commission on the ransoms in return.
As well as ransomware, which typically works by encrypting data on infected machines and demanding a payment for providing the decryption key, LockBit copied stolen data and threatened to publish it if the fee was not paid, promising to delete the copies on receipt of a ransom."
"A hacker is advertising what he says is more than one hundred million LinkedIn logins for sale.
The IDs were reportedly sourced from a breach four years ago, which had previously been thought to have included a fraction of that number.
At the time, the business-focused social network said it had reset the accounts of those it thought had been compromised."
"The significance of the attack on Krebs is that it looks as though many of the attacks on him came from large numbers of enslaved devices - routers, cameras, networked TVs and the like. "Someone has a botnet with capabilities we haven't seen before," says Martin McKeay, Akamai's senior security expert. The DDoS arms race has just moved up a gear."
"The bank had no firewall and used second-hand routers that cost $10 to connect to global financial networks.
Better security and hardware would have hampered the attackers, Reuters said, quoting an official investigator."
"This algorithm uses a recurrent neural network to predict sound features from videos and then produces a waveform from these features with an example-based synthesis procedure. We show that the sounds predicted by our model are realistic enough to fool participants in a "real or fake" psychophysical experiment, and that they convey significant information about material properties and physical interactions."
"Security experts who looked at the app, known as ByLock, at the request of Reuters said it appeared to be the work of amateur software developers and had left important information about its users unencrypted."