Enhance Cybersecurity using AI and ML
The concept of Cybersecurity has grown more critical in the past decade as computers and the Internet have become more and more integrated into people’s daily lives around the globe. A cybersecurity attack occurs when someone manages to bypass the technological security measures designed to protect computers, networks, programs, and data from being accessed, modified, or destroyed by unauthorized parties. Cybersecurity attacks cost the average company about $4 million in damages, reported the Cybersecurity Ventures organization in 2011. Cybersecurity is a significant issue that needs to be addressed by every organization, from Hacking to other major security issues, and there is no doubt that we need some new technological methods to help ensure our security. However, AI and Machine Learning might be the solution. If any organization needs a healthier, more productive workforce, then insights from some leading artificial intelligence cybersecurity providers help improve operations and drive productivity. AI detects and prevents hacker attacks, preventing enterprise-level security breaches with no panic and chaos.
Cyberattacks are becoming more and more common every passing day. The reason is the increased exposure of networks and devices to the Internet. Cyber attackers are looking for different and innovative ways to access sensitive information against their target organizations. Moreover, with the advent of AI, cyberattacks have become more sophisticated. These cyberattacks are a constant threat to businesses, organizations, and individuals. In 2017, there were over 6,000 cyberattacks per day. Artificial intelligence is being used to protect against the onslaught of cyberattacks. Cyberattacks are becoming increasingly common and threaten our data, security, and privacy.
Cybersecurity is notoriously difficult with the technology landscape changing and evolving constantly. Advanced malware and sophisticated cyber-attacks are becoming more and more common. This situation calls for enhanced cybersecurity efforts, which is where Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) come in and will play a significant role. The threat of cyberattacks is becoming increasingly higher. In 1991, Heartland Payment Systems compromised 3 million credit cards. It was one of the earliest instances of cyber-fraud and was an eye-opener for organizations to take cyber security seriously. According to the report released by Verizon, “The 2017 Data Breach Investigations Report,” revealed that 9 out of 10 companies breached, which means cyber-attacks are not going away anytime soon. Artificial Intelligence has already proven to be capable of taking over mundane tasks. However, AI can also make Cybersecurity stronger and prevent cyber attacks.
Artificial Intelligence in Cyber Security is a rapidly growing area. Artificial Intelligence (AI), Machine Learning (ML), and predictive analysis can be used to broaden the range of attack vectors, reduce the time to find a threat, and identify the likelihood of a threat. AI can be used to raise confidence in a threat to avoid false positives and prioritize the deployment of security resources. Almost all of our daily tasks are done digitally, from grocery shopping to buying shoes and even booking tickets for a flight, and most of us do not know how to book a flight without the Internet as the digital landscape is changing so fast. The data is getting exposed to the internet, and it’s tough for an individual to take appropriate security measures.
Machine learning (ML) is a branch of artificial intelligence (AI) in which computers can be trained (intelligent systems) to learn from data. Deep Neural Networks, in particular, have recently been shown to have great potential for Cyber Security. They can learn the characteristics of malicious and benign programs by analyzing millions of programs, making them perfect for detecting new kinds of attacks. The innovative approach uses Deep Neural Networks and other advanced AI techniques, such as reinforcement learning, to create new, enhanced, and innovative security products to prevent these attacks. Artificial Intelligence is the ability of a machine to imitate intelligent human behavior; this can be accomplished by giving the machine an algorithm, which is a step-by-step procedure to perform a task. The University of Pennsylvania researchers have developed an AI system that can identify possible attacks on the computer network, which can help organizations protect themselves from malicious cyberattacks. The system predicts the occurrence of cyberattacks in advance and recommends actions to block them. The end-to-end system is based on artificial intelligence (AI), and researchers built an AI system that learns from past cyberattacks and develops strategies to prevent future attacks.
Source (PIC)— https://aboutssl.org/role-of-artificial-intelligence-in-cyber-security/
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