One fintech’s choices on these matters may be completely different from another if they address different segments — it all boils down to tradeoffs. For example, deciding on which data sources to use and balancing between onboarding and transactional risk look different if optimizing for freelancers rather than larger small businesses. In contrast, third-party platform providers must be generic enough to power a broad range of companies and to enable multiple use cases. While the companies partnering with these services can build and customize at the product feature level, they are heavily reliant on their platform partner for infrastructure and core financial services, thus limited to that partner’s configurations and capabilities. As such, embedded platform services work well to power straightforward commoditized tasks like credit card processing, but limit companies’ ability to differentiate on more complex offerings, like banking, which require end-to-end optimization. More generally and from a customer’s perspective, embedded fintech partnerships are most effective when providing confined financial services within specific user flows to enhance the overall user experience.
As mentioned earlier, cybercriminals will change their tactics to derive the most benefit and least risk to themselves. Dark-side developers are helping matters by creating tools that require minimal skill and effort to operate. "Ransomware as a Service (RaaS) has revolutionized the cybercrime industry by providing ready-made malware and even a commission-based structure for threat actors who successfully extort a company," explains Little. "Armed with an effective ransomware starter pack, attackers cast a much wider net and make nearly every company a target of opportunity." A common misconception related to cyberattacks is that cybercriminals operate by targeting individual companies. Little suggests cyberattacks on specific organizations are becoming rare. With the ability to automatically scan large chunks of the internet for vulnerable computing devices, cybercriminals are not initially concerned about the company. ... Little is very concerned about a new bad-guy tactic spreading quickly — automated extortion. The idea being once the ransomware attack is successful, the victim is threatened and coerced automatically.
Unfortunately we’re victims of our own psychology in this process. We will often say we value our privacy and want to protect our data, but then, with the promise of a quick reward, we will simply click on that link, accept those cookies, login via Facebook, offer up that fingerprint and buy into that shiny new thing. Researchers have a name for this: the privacy paradox. In survey after survey, people will argue that they care deeply about privacy, data protection and digital security, but these attitudes are not supported in their behaviour. Several explanations exist for this, with some researchers arguing that people employ a privacy calculus to assess the costs and benefits of disclosing particular information. The problem, as always, is that certain types of cognitive or social bias begin to creep into this calculus. We know, for example, that people will underestimate the risks associated with things they like and overestimate the risks associated with things they dislike.
“While it’s rare for one organization to be the victim of all four techniques, this year we have increasingly seen ransomware gangs engage in additional approaches when victims don’t pay up after encryption and data theft,” Unit 42 reported. “Among the dozens of cases that Unit 42 consultants reviewed in the first half of 2021, the average ransom demand was $5.3 million. That’s up 518 percent from the 2020 average of $847,000,” researchers observed. More statistics include the highest ransom demand of a single victim spotted by Unit 42, which rose to $50 million in the first half of 2021, up from $30 million last year. So far this year, the largest payment confirmed by Unit 42 was the $11 million that JBS SA disclosed after a massive attack in June. Last year, the largest payment Unit 42 observed was $10 million. Barracuda has also tracked a spike in ransom demands: In the attacks that it’s observed, the average ransom ask per incident was more than $10 million, with only 18 percent of the incidents involving a ransom demand of less than that.
For more than two decades global control in quantum computers remained an idea. Researchers could not devise a suitable technology that could be integrated with a quantum chip and generate microwave fields at suitably low powers. In our work we show that a component known as a dielectric resonator could finally allow this. The dielectric resonator is a small, transparent crystal which traps microwaves for a short period of time. The trapping of microwaves, a phenomenon known as resonance, allows them to interact with the spin qubits longer and greatly reduces the power of microwaves needed to generate the control field. This was vital to operating the technology inside the refrigerator. In our experiment, we used the dielectric resonator to generate a control field over an area that could contain up to four million qubits. The quantum chip used in this demonstration was a device with two qubits. We were able to show the microwaves produced by the crystal could flip the spin state of each one.
What do you want to be – a data analyst or a data scientist? Do you need such a transition? Why do you need this shift of being a data scientist? The most important question that might haunt most analysts would be ‘how do you want to see your career graph grow?’ This is where the big difference comes in. With a choice of path that will make you a data scientist, your career becomes more challenging with new possibilities to design learning models which will set your skills apart from the herd. Keep aside time to study research papers by prominent data scientists. Most of these will be readily available on the internet free of cost. Find your areas of interest and subjects of your inclination in the field, and take notes. When you spend large sections of your time understanding data science, you must validate your learning with facts. You will find such facts when you read the works of prominent computer and data scientists like Geoffrey Hinton, Rachel Thomas, and Andrew Ng, among many established experts who contributed to data science with their studies in ML, neural networks, and tools for designing models.
Hospital cybersecurity has never been more crucial. An HHS report found that there have been at least 82 ransomware incidents worldwide this year, with 60% of them specifically targeting US hospital systems. Azi Cohen, CEO of CyberMDX, noted that hospitals now have to deal with patient safety, revenue loss and reputational damage when dealing with cyberattacks, which continue to increase in frequency. Almost half of hospital executives surveyed said they dealt with a forced or proactive shutdown of their devices in the last six months due to an outside attack. Mid-sized hospital systems struggled mightily with downtime from medical devices. Large hospitals faced an average shutdown time of 6.2 hours and a loss of $21,500 per hour. But the numbers were far worse for mid-sized hospitals, whose IT directors reported an average of 10 hours of downtime and losses of $45,700 per hour. "No matter the size, hospitals need to know about their security vulnerabilities," said Maarten Bodlaender, head of cybersecurity services at Philips.
Richardson said that one big reason for the delay is that the software development kit (SDK) needs more work. He also stressed that with most standards-setting efforts, the goal is to deliver a specification, not a functioning SDK that developers can implement to test and use to build products. This is true. There is a world of difference between functioning software and a written spec. A developer working on Matter who didn’t want to be named told me he wasn’t surprised by the delay, and thought it might actually help smaller companies, because it gives them more time to work with the specification and meet the product launches expected from Amazon, Google, and Apple with more fully developed products of their own. He also added that he thought the SDK performed well in a controlled environment, but still needed more work. I was less convinced by the CSA’s argument that adding more companies to the working group (back in May there were 180 members and now there are 209) had caused delays. By that logic, we may never see a standard.
The IT person tells management the legacy database has maybe another month before it completely crashes. This is bad news for management. The database has a huge amount of valuable data that needs to be transferred somewhere for purposes of storage, until a solution for transforming and transferring the legacy data to the new system can be found. Simply losing the data, which contains information that must be saved for legal reasons, and/or contains valuable customer information, would damage profits, and is unacceptable. Two options for saving the legacy data in an emergency are: 1) transforming the files into a generalized format (such as PDF, Excel, TXT) and storing the new, readable files in the new database, and 2) transferring the legacy data to a VM copy of the legacy database, which is supported by a cloud. Thomas Griffin, of the Forbes Technology Council, wrote “The first step I would take is to move all data to the cloud so you’re not trapped by a specific technology. Then you can take your time researching the new technology. Find out what competitors are using, and read to see what tools are trending in your industry.”
To support a secure and productive hybrid workforce, enterprises need a technology platform that scales and adapts to their changing business requirements. This requires adopting a modular approach to support hybrid workers that include integrating zero trust network access (ZTNA) for access to private or on-premises applications, a multi-mode cloud access security broker (CASB) for all types of cloud services and web security on-device to protect user privacy. Securing corporate data on managed and BYOD devices are critical for businesses with hybrid workforces. ZTNA surmounts the challenges associated with VPN and provides greater protection. It uses the zero-trust principle of least privilege to give authorised users secure access to specific resources one at a time. This is accomplished through identity and access management (IAM) capabilities like single sign-on (SSO) and multi-factor authentication (MFA), as well as contextual access control.
Quote for the day:
"Leadership involves finding a parade and getting in front of it." - John Naisbitt