They focused on finding the right measurements from the data.Shrivastava earned an integrated MS and BS in mathematics and computing from the Indian Institute of Technology, Kharagpur in 2008 and a PhD in computer science from Cornell University in 2015, the same year he joined the Rice faculty."They were not designed with computational complexity in Labeling Machine Factory mind. With big data, were realising that standard techniques fail to address new constraints of computations, energy, memory and other resources," he said.Houston: An Indian-American computer scientist has won National Science Foundations prestigious CAREER award for his research on redesigning current machine-learning processes.."My research leverages the existing algorithmic advances for pushing machine learning to the extreme scale," said Shrivastava, an assistant professor of computer science at Rice university.

The award comes with a federal grant for research and education activities for five consecutive years.Shrivastava hopes to come up with clever algorithmic strategies to enable faster, more scalable computations required by big data and machine-learning technologies.CAREER awards are the National Science Foundations most prestigious awards exemplifying the role of teacher-scholars through research, education and the integration of education and research. Most of the measurements are now quite expensive to compute."I design hashing and sketching algorithms, a class of randomised algorithms that can process humongous data sets in seconds.Anshumali Shrivastava was one of the recipients of the CAREER awards given to about 400 scholars each year across all disciplines to support the research and educational development of young scholars likely to become leaders in their fields. Most of the machine-learning algorithms still in use were developed from the 1960s through the 1980s," he said."Can we redesign current machine-learning processes that rely only on operations that are efficient and do not affect the outputs significantly? That is the central question in my research," he said.

"I will roast and eat the meat of your family members bodies," the email by the sender read.The polygraphic machine is a US manufactured one and Forensic Science Laboratory (FSL) would try to get it repaired at the earliest.Verma is a witness in the case pertaining to killing of three Sikhs- Badal Singh, Thakur Singh and Gurcharan Singh - at Gurudwara Pulbangash in North Delhi on November 1, 1984, a day after the assassination of then Prime Minister Indira Gandhi.In the said email received by Verma, the sender has used extremely foul and threatening language and has also threatened to harm his wife and mother.The case was heard by Karkardooma Court on October 30.Meanwhile, the IO has also informed the Court Commissioner, B S Joon, and cancelled the cardiologist for the scheduled dates.Verma had filed a writ complaint with Delhi Police on October 29, requesting them to enhance police protection following a death threat e-mail.New Delhi: Controversial arms dealer Abhishek Verma, a witness in the 1984 anti-Sikh riots case, on Friday claimed that a Central Bureau of Investigation (CBI) Investigating Officer (IO) informed him that the polygraphic test scheduled on November 27 to 30 stands cancelled as the machine was found broken or faulty..Besides abuses, the email stated that Verma should drop the idea of "deshbhakti (patriotism)" and discontinue with the polygraph (lie detector) test at FSL, Delhi as a witness against Tytler, otherwise he will face death.On October 30, a Delhi Court appointed advocate Joon as the Court Commissioner to observe the lie detector test of Verma.

Verma said that the CBI officer had informed him this afternoon that the test will not be taking place as scheduled as the polygraphic machine was found to be broken or faulty."I am an important witness in 1984 Anti-Sikh riots case titled CBI versus Jagdish Tytler and have been granted three PSOs for round the clock security through the offices of DCP South, as per the orders of Honble High Court of Delhi and Honble ACMM Karkardooma Courts."This is a very serious matter and considering the gravity of the case in which I am a witness and the profile of the accused (Jagdish Tytler) and his underworld Filling and sealing line Manufacturers connections, it is requested that immediately a FIR be registered in this matter for further investigations and arrest of the accused Jagdish Tytler and his henchmen, who have been continuously threatening me since the day I turned a witness against Tytler," the letter further stated.The sender has also given exact details of Vermas residence and also his car registration numbers.He had filed a complaint in Mehrauli police station.New dates for the test would be fixed only after the machine is repaired. I received an extremely dirty and threatening email on our companys general email address," the complaint reads.

Industry experts have lauded the budget proposal to boost technological advancements through digital initiatives saying this can be the biggest driver for job creation, to improve the quality of education, healthcare and rural progress."Hemant Joshi of Deloitte said the setting up of 5G center in collaboration with IIT Madras would help the country become an early adopter of the next generation technology rather than being a laggard. These proposals show that government has recognised the contribution made by angel investors and venture capital funds, he added.The budget proposal to double the allocation to Digital India initiative to Rs 3,073 crore is a fine booster to transform the digital economy, he said.Padmaja Ruparel, co-founder and president, Indian Angel Network said, "the Budget has given a big leg-up to startups, angel investors and VC community and committed itself to build a more enabling ecosystem, simplify regulatory regime and encourage funding in seed and early stage.Further, the focus on promoting machine learning and artificial intelligence is a positive move, which will accelerate the countrys position as a global hub for technological capabilities.The plan to rollout 5 lakh Wi-Fi hotspots with a budget allocation of Rs 10,000 crore is a great move to improve rural connectivity and thus bring them under the ambit of applications and services China Custom Labeling Machine rolled out under the Digital India initiative.The Budget also puts spotlight on cyber technologies, and focuses on creating centres of excellence for emerging technologies, AI, machine learning, IoT, big data and blockchain. The plan on universal healthcare is ambitious and can be transformational," Saurabh Srivastava, co-founder and director, Indian Angel Network, and co-founder of Nasscom has said."

The budget proposal to boost research in AI/robotics is a huge boost as it will accelerate our journey to being seen as global hub of technological capabilities and help us churn out futuristic technologies in machine learning, cognitive, robotics and process automation," Milan Sheth of EY India said."Focus on digital technologies as the biggest driver in improving quality of education, healthcare and rural sector is praiseworthy. This could also work on development of the Internet of Things and machine to machine applications which are relevant and best suited for us," he said.Jaspreet Singh of EY said the plan to launch a national programme for cyberspace can act as a much-needed catalyst in this area and address the considerable need for R&D investments to upgrade cyber capabilities and develop new technologies that can be leveraged for the future."This could be a boon for the telecom industry and guide telcos to move to next-gen networks efficiently and effectively."She further said the focus on AI and blockchain technologies promises to "make the country go not only digital but further deep tech."The proposed centres of excellence will be a key step in building solutions which embed security by design and privacy by design.With over 1 billion mobile phone users and the massive burst of digital transformation, the reasons behind increased number of hacks are manifold. In addition, the move to dispel the ambiguity around the use of cryptocurrencies will help to contain cybercrime and cyber terrorism," Sivarama Krishnan of PwC said.

The new Super Retina XDR display, a custom-designed OLED, provides users with an immersive HDR viewing experience for movies and other high-definition video with up to 1,200 nits brightness.iPhone 11 Pro and iPhone 11 Pro Max will be available in 64GB, 256GB and 512GB models in midnight green, space grey, silver and gold starting at INR 99,900 and INR 109,900, respectively. Expressive selfie videos take on a whole new look with the TrueDepth camera that now records 4K video at up to 60 fps and 120 fps slo-mo. A new True Tone flash is over 30 per cent brighter.iPhone 11 Pro and iPhone 11 Pro Max come in four gorgeous finishes including a beautiful new midnight green and will be available in India beginning Friday, September 27.Apple announced iPhone 11 Pro and iPhone 11 Pro Max, a new pro line for iPhone that delivers advanced performance for users who want the very best smartphone.All of this computing, graphics and ML performance are delivered while still enabling an unprecedented leap in battery life, with iPhone 11 Pro offering up to four more hours of battery life in a day than iPhone XS, and iPhone 11 Pro Max offering up to five hours more than iPhone XS Max. With a wider field of view and large focal plane, the Ultra-Wide camera is great for shooting action videos.

The Telephoto camera features a larger ƒ/2.The triple-camera system takes Portrait mode to a new level with the ability to choose Wide and Telephoto framing, enabling Portrait mode with a wider field of view, great for taking portraits of multiple people. Customers can interact with their favourite apps in a quick, seamless way with Haptic Touch deeply integrated across iOS 13 to provide app shortcuts for everyday tasks right from the Home screen, including taking a selfie in Camera, checking an appointment in Calendar or previewing email within Mail with just a simple press.Additional FeaturesThe new Apple-designed U1 chip uses Ultra-Wideband technology, the first-ever in a smartphone, for spatial awareness.Gigabit-class LTE up to 1. Deep Fusion, coming later this fall, is a new image processing system enabled by the Neural Engine of A13 Bionic. Deep Fusion uses advanced machine learning to do pixel-by-pixel processing of photos, optimising for texture, details and noise in every part of the photo. iPhone 11 Pro and iPhone 11 Pro Max is available through Apple Authorised Resellers and select carriers (prices may vary). A13 Bionic is built for machine learning, with a faster Neural Engine for real-time photo and video analysis, and new Machine Learning Accelerators that allow the CPU to deliver more than 1 trillion operations per second.. The all-new Ultra-Wide camera fundamentally changes the camera experience by capturing four times more scene, great for taking landscape or architecture photos, tight shots and more. The most powerful devices are also designed to be durable — iPhone 11 Pro and iPhone 11 Pro Max features the toughest glass ever in a smartphone and are rated IP68 for water resistance up to 4 meters for up to 30 minutes, and are protected against everyday spills including coffee and soda.6Gbps and Wi-Fi 6 allows for even faster download speeds and Dual SIM with eSIM.With the tight integration between hardware and software, iPhone 11 Pro and iPhone 11 Pro Max take the traditional camera experience even further in a way only Apple can. A new triple-camera system provides a pro-level camera experience with an Ultra-Wide, Wide and Telephoto camera, delivering huge improvements to low-light photography and offering the highest quality video in a smartphone that is great for shooting action videos. The new Wide sensor with 100 per cent Focus Pixels and advanced software enables Night mode and delivers huge improvements to photos shot in indoor and outdoor low-light environments, resulting in brighter images with natural colours and reduced noise. These adjustments are easy to apply and review at a glance, so even a novice can create professional-quality video projects.1 coming on September 30, AirDrop gets even better with directionally aware suggestions. For the first time, users can easily record video without switching out of Photo mode with QuickTake by simply holding the shutter button to start recording.Face ID, the most secure facial authentication in a smartphone, gets up to 30 per cent faster and easier to use with improved performance at varying distances and support for more angles. The powerful Apple-designed A13 Bionic chip provides unparalleled performance for every task while enabling an unprecedented leap in battery life to easily get through the day. Together, A13 Bionic and iOS 13 make up the best machine learning platform in a smartphone.

Users can easily zoom between each of the three cameras, while Audio Zoom matches the audio to the video framing for more dynamic sound. Super Retina XDR features wide colour support with system-wide colour management and True Tone to offer a more natural viewing experience. With a 2 million-to-one contrast ratio Custom Filling and sealing line with true blacks, pro users can enjoy a more vivid viewing experience for HDR videos and photos, and the Super Retina XDR display is even more power-efficient. Each camera in the triple-camera system records brilliant 4K video with extended dynamic range and cinematic video stabilisation.The new TrueDepth camera introduces a new 12MP camera with a wider field of view to capture selfies, and next-generation Smart HDR enables more natural-looking photos.0 aperture to capture 40 per cent more light compared to iPhone Xs for better photos and videos.Next-generation Smart HDR uses advanced machine learning to recognise subjects in the frame and intelligently relight them for more natural-looking images with greater detail. With iOS 13, powerful video editing tools are accessible to everyone with the ability to rotate, crop, increase exposure and apply filters to videos instantly.

A redesigned camera interface provides a more immersive experience that works together with the triple-camera system and all-screen display to let users see and capture the area outside of the frame. The new Super Retina XDR display is a pro display with the brightest display ever in an iPhone.iPhone 11 Pro and iPhone 11 Pro Max set a new standard in the video, with the highest quality video ever in a smartphone.Spatial audio provides an immersive surround sound experience and Dolby Atmos delivers powerful, moving audio to iPhone 11 Pro and iPhone 11 Pro Max.A13 Bionic, the fastest chip ever in a smartphone, provides unparalleled performance for every task iPhone 11 Pro and iPhone 11 Pro Max handle and features up to 20 per cent faster CPU and GPU than A12. With iOS 13.iPhone 11 Pro introduces a transformative triple-camera system with all-new Ultra Wide, Wide and Telephoto cameras, deeply integrated into iOS to create a pro-level camera experience designed for everyone. iPhone 11 Pro and iPhone 11 Pro Max has a textured matte glass back and polished stainless steel band, and come in four stunning finishes including a beautiful new midnight green.

The entire incident was captured on camera, which the bank contacted the Russian cybersecurity firm Kaspersky Lab for an investigation.No arrests have been made in the heist yet. It was at this point that the command, "Take the money bitch," appeared in the log file, and possibly on the ATMs screen as well to signal the money mule to grab the bills and go,’ a security analyst from Kaspersky told Motherboard in an interview.‘Fileless malware attacks use the existing legitimate tools on a machine so that no malware gets installed on the system, or they use malware that resides only in the infected machines random-access-memory, rather than on the hard drive, so that the malware leaves no discernible footprint once its gone,’ reported Motherboard.It was like a complete movie scene where some hackers in Russia managed to drain a Russian bank of around eight ATMs with almost a million dollars of rubles in just a single night. The incident happened last year when the bank went through their surveillance cameras and found out the heist being captured on tape. Custom Food sealing canning line However, the only clue that was left behind was two log files that had a log of everything on the machine before the money disappeared.‘

The heist worked in three stages, with the first two using commands that instructed the ATM to withdraw the bills stored in cassettes and place them in line to be dispensed, and the third stage using a command that opened the mouth of the ATM. However, researchers need samples of the ‘missing malware’ that were on the machines to analyse how the robbers pulled off the heist.Earlier this year too, Kaspersky reported that invisible ‘fileless’ attacks were used to target more than 140 banks in Europe.The Motherboard reported that the Russian bank was looted by a lone culprit who managed to grab a stack of bills worth $100,000 from each of their machines.The logs included one line in English, stating ‘Take my money, bitch. The only evidence was the CCTV recording. The worst part — he did not even touch the machine.The log files left behind are obvious that the bank was hacked.’   "Our theory is that during the uninstall [of the malware], something went wrong with the malware and thats why the [log] files were left," says Sergey Golovanov, principal security researcher with Kaspersky in Russia, who investigated the heists, reported Motherboard.The ATM machines were hacked with a malware, which spewed around 40 bills at a time and in less than 20 minutes, a single ATM machine was left dry before the culprit moved on to the next machine in the city for the same action. There were no signs of intrusion either.(source).The hackers method was a mystery as the bank found absolutely no trace of any malware on the ATMs or their backend networks. Kaspersky thinks the culprits might be connected to one of two previously known gangs of bank hackers, known as and Carbanak. The method was used to target two Russian banks that night.

Without informing senior ward officials, he did this only to defame the BMC. According to them, they had taken the initiative to give relief to commuters, who are inconvenienced due to potholes on city roads.While Mumbaikars are already livid over the rising number of potholes on city roads, the Brihanmumbai Municipal Corporation (BMC) is miffed with the traffic police for "defaming" the civic body by "filling potholes" on their own.’ According to the civic officials, the F/North ward officials had undertaken the pothole filling exercise on June 29 at the flyover near Sion Hospital when the traffic inspector Sunil Kadam visited the spot with four other traffic policemen and photographers. He took out the shovel from civic employees and started filling potholes himself.

Despite repeated attempts, Namdeo Chavan, deputy traffic police commissioner (zone-II) was not available for comments.BMC additional commissioner Sanjay Deshmukh, in a letter written to a deputy traffic police commissioner (zone – II), has demanded that strict action be taken against Mr Custom Can sealing machine Kadam and he should be reprimanded not to indulge in such acts henceforth."Mr Kadam’s act was premeditated and was made to seek cheap publicity.The traffic police were seen on Wednesday repairing the pockmarks on the flyover, near Sion Hospital.However, the BMC has refuted the intention, saying that the traffic police’s act was an absolute ‘publicity stunt. His act has maligned BMC’s image in public," said a senior civic official.