Quantum AI - IEEE Transmitter

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efficiency and can also be used to help protect systems. Quantum computing solves complex problems. Yet, these technologies can also introduce new vulnerabilities in our cyber defenses.</p> </div> <div class="intro-waves"> <svg viewBox="0 0 704 634" fill="none" xmlns="http://www.w3.org/2000/svg"> <g opacity="0.3" clip-path="url(#clip0_345_3186)"> <path d="M321.81 371.03C315.02 371.03 308.85 369.38 303.45 366.12C287.33 356.39 283.7 335.36 287.15 319.93C291.07 302.42 302.43 287.83 312.77 275.53C327.43 258.09 331.3 244.99 324.6 235.5C318.93 227.47 308.81 226.72 298.1 225.94C292.53 225.53 286.79 225.11 281.61 223.6C272.25 220.86 264.36 213.16 260.51 203C256.77 193.14 257.47 182.95 262.45 175.03C269.19 164.3 278.1 162.92 285.12 162.92C289.16 162.92 293.36 163.45 297.43 163.96L297.56 163.98C299.2 164.19 300.85 164.4 302.51 164.57C318.06 166.24 319.56 167.65 324.9 174.87C326.4 176.9 328.28 179.43 331 182.58L331.35 182.99L331.76 182.65C338.67 177 344.84 173.88 350.63 173.09C351.47 172.98 352.34 172.92 353.22 172.92C359.64 172.92 367.38 176.05 370.2 183.04C372.16 187.89 371.27 193.13 370.42 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418.57 56.78 408.19 37.23C394.19 10.88 369.86 1.52999 353.26 1.52999C350.11 1.52999 347.04 1.83999 344.14 2.44999C337.08 3.92999 331.12 5.32999 325.86 6.54999L325.74 6.57999C312.5 9.66999 303.76 11.71 292.74 11.71C284.79 11.71 275.94 10.64 264.04 8.22999C243.91 4.15999 226.16 2.33999 206.49 2.33999L206.5 2.35999Z" fill="#13409C"/> </g> <defs> <clipPath id="clip0_345_3186"> <rect width="703.87" height="633.63" fill="white"/> </clipPath> </defs> </svg> </div> </div> <div class="content-quantum"> <div class="wrapper"> <div class="quantum-columns"> <div class="column-left"> <div class="free-form-blue"><div class="free-form-border"><div class="free-form-content"> <h2>Quantum Computing</h2> <p>Quantum computers leverage quantum mechanics to quickly tackle problems traditional computers can’t. Despite their potential, researchers are still working to overcome major challenges. When they do, quantum technology could revolutionize industries. </p> <p><a href="#" class="button" data-popup=".quantum-popup" data-tab="0">Check out the impact of Quantum</a></p> </div></div></div> </div> <div class="column-right"> <div class="free-form-green"><div class="free-form-border"><div class="free-form-content"> <h2>AI and Cybersecurity</h2> <p>AI revolutionizes sectors by making autonomous decisions, predicting outcomes, and optimizing resources. Ensuring AI system integrity and security is crucial as threats evolve.</p> <p><a href="#" class="button" data-popup=".quantum-popup" data-tab="1">Check out the impact of AI and Cybersecurity</a></p> </div></div></div> </div> </div> <div class="quantum-popup"> <div class="quantum-popup-wrapper"> <a href="#" class="close"><i class="fa fa-close"></i></a> <div class="tabs"> <div class="tabs-container"> <div class="tabs-container-int"> <div class="tabs-container-int-flex"> <div class="tab active"><a href="#" class="btn"><span>Quantum Computing</span></a></div> <div class="tab"><a href="#" class="btn"><span>AI and Cybersecurity</span></a></div> </div> </div> </div> <div class="tab-content active"> <div class="tab-int"> <p>Quantum computers use quantum mechanics to process vast amounts of data along multiple computational paths. They aren’t ready for prime time. Qubits, the building blocks of quantum computers, are sensitive to outside interference, making it hard to get accurate results. Integrating many qubits into a single system is also difficult. </p> <div class="author"> <div class="author-img-container"><div class="author-img" style="background: url('https://transmitter.ieee.org/wp-content/uploads/2023/09/Houbing-Song-300x300.jpg') center center no-repeat"></div></div> <div> <blockquote> <p>“With new materials, circuits, and algorithms being announced regularly, quantum computing enables a variety of next-generation services and applications, from sensing to communication to computing to simulation. A near-term breakthrough is highly likely.”</p> </blockquote> </div> <div class="author-name"> <p> Houbing Song, <span>IEEE Fellow</span> </p> </div> </div> <h3 class="">Quantum Breakthrough</h3> <p>Because they can process multiple computational pathways at once, quantum computers are particularly good at calculating solutions to problems that would take today’s classical computers years to solve. Quantum computers are expected to excel at problems like decrypting data, scheduling flights, drug discovery and pinpointing optimal shipping routes.</p> <div class="author"> <div class="author-img-container"><div class="author-img" style="background: url('https://transmitter.ieee.org/wp-content/uploads/2022/07/Euclides-Chuma-300x300.jpg') center center no-repeat"></div></div> <div> <blockquote> <p>“Quantum computing is leaving laboratories and being applied to real problems in large companies, mainly to discover new materials and medicines. In the short term, the chemical and pharmaceutical industries should benefit most from quantum computing.”</p> </blockquote> </div> <div class="author-name"> <p> Euclides Chuma, <span>IEEE Senior Member</span> </p> </div> </div> <h3 class="purple">Preparing for Y2Q</h3> <p>When you send an email or shop online, it is encrypted, protecting your privacy and enabling the transaction. But there's a race to develop post-quantum encryption methods before “Y2Q,” the point in the next five years when quantum computers may be able to decrypt data previously thought to be secure. </p> <div class="author"> <div class="author-img-container"><div class="author-img" style="background: url('https://transmitter.ieee.org/wp-content/uploads/2020/02/Kevin-Curran-300x300.jpg') center center no-repeat"></div></div> <div> <blockquote> <p>“The threat of sophisticated actors storing encrypted data now to decrypt it later using quantum computers — a strategy known as "harvest now, decrypt later"— is a realistic possibility. To counteract this threat, businesses can take proactive steps such as adopting post-quantum cryptography well ahead of the full development of quantum computing.”</p> </blockquote> </div> <div class="author-name"> <p> Kevin Curran, <span>IEEE Senior Member</span> </p> </div> </div> <h3 class="orange">Quantum Showdown</h3> <p>Cybersecurity is often seen as an escalating war between attackers and defenders. Will quantum computers be yet another tool that benefits both sides? </p> <div class="author"> <div class="author-img-container"><div class="author-img" style="background: url('https://transmitter.ieee.org/wp-content/uploads/2024/05/IEEE-Headshot-Rahul-Vishwakarma-400x400-1-300x300.jpg') center center no-repeat"></div></div> <div> <blockquote> <p>“In cryptography, attack and defense is always a cat and dog fight. We improve a defense technique; the attacker will come up with a new method.”</p> </blockquote> </div> <div class="author-name"> <p> Rahul Vishwakarma, <span>IEEE Senior Member</span> </p> </div> </div> </div> </div> <div class="tab-content"> <div class="tab-int"> <p>AI is driving advancements across various sectors by enabling machines to learn from vast amounts of data and make autonomous decisions. As AI becomes more integrated into our lives, these systems need protection. </p> <div class="author"> <div class="author-img-container"><div class="author-img" style="background: url('https://transmitter.ieee.org/wp-content/uploads/2019/11/carmen_headshot-300x300.jpg') center center no-repeat"></div></div> <div> <blockquote> <p>“As with all applications of AI, we can not expect, nor do we want, AI to operate without human oversight. This is especially important in cybersecurity. We must understand the how and the why of its decision-making. If not, AI systems can be manipulated and weaponized.”</p> </blockquote> </div> <div class="author-name"> <p> Carmen Fontana, <span>IEEE Member</span> </p> </div> </div> <h3 class="">Preserving Integrity</h3> <p>AI models are vulnerable to numerous threats. One common attack involves data poisoning, in which malicious data is introduced into an AI’s training data set, causing it to learn incorrect patterns or behaviors and leading to inaccurate or harmful outputs. </p> <div class="author"> <div class="author-img-container"><div class="author-img" style="background: url('https://transmitter.ieee.org/wp-content/uploads/2019/07/download-1.jpg') center center no-repeat"></div></div> <div> <blockquote> <p>“Watermarking and metadata embedding can help to support the integrity of training data and model outputs. These methods can be cryptographically verified and authenticated, ensuring the trustworthiness and traceability of the data used in AI models.”</p> </blockquote> </div> <div class="author-name"> <p> Kayne McGladrey, <span>IEEE Senior Member</span> </p> </div> </div> <h3 class="purple">A Dual-Use Tool</h3> <p>Increasingly, cybercriminals are using generative AI services to improve and refine their tactics. </p> <div class="author"> <div class="author-img-container"><div class="author-img" style="background: url('https://transmitter.ieee.org/wp-content/uploads/2019/07/download-3.jpg') center center no-repeat"></div></div> <div> <blockquote> <p>“Threat actors have used generative AI to research and discover new vulnerabilities, create malicious code, and refine phishing messages. If someone can use it to their advantage in a malicious context, it's no surprise they do so.”</p> </blockquote> </div> <div class="author-name"> <p> Steven Furnell, <span>IEEE Senior Member</span> </p> </div> </div> <h3 class="orange">Rise of Deepfakes</h3> <p>The ability of generative AI to mimic human communication and generate realistic content poses significant challenges for cybersecurity, necessitating more advanced and adaptive defense mechanisms to counter these evolving threats.</p> <div class="author"> <div class="author-img-container"><div class="author-img" style="background: url('https://transmitter.ieee.org/wp-content/uploads/2020/11/Dr.-Inderpreet-Kaur.jpg') center center no-repeat"></div></div> <div> <blockquote> <p>“AI can analyze vast amounts of data to identify patterns indicative of cyber threats. Its ability to model and understand normal network behavior allows it to detect anomalies more effectively.”</p> </blockquote> </div> <div class="author-name"> <p> Inderpreet Kaur, <span>IEEE Senior Member</span> </p> </div> </div> <h3 class="">An Automated Defender</h3> <p>The sheer volume and velocity of AI-driven attacks are far beyond what human defenders can handle alone. It's a high-stakes game of AI versus AI, where automated threats require automated defenses.</p> <div class="author"> <div class="author-img-container"><div class="author-img" style="background: url('https://transmitter.ieee.org/wp-content/uploads/2022/10/IEEE-Eleanor-Watson-400x400-1-300x300.png') center center no-repeat"></div></div> <div> <blockquote> <p>“The best defense is meeting AI attackers with similarly powerful proactive AI defense mechanisms.”</p> </blockquote> </div> <div class="author-name"> <p> Eleanor Watson, <span>IEEE Senior Member </span> </p> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="related-quantum"> <div class="related-intro"> <div class="hdr"> <div> <h2> Learn more about emerging issues in AI, Quantum and Cybersecurity.</h2> <div class="start"> <span class="arrows-down"><img class="arrow1" src="https://transmitter.ieee.org/wp-content/themes/wp_IEEE_v2/ieee-impact-quantum-ai-2024/images/arrows-down.png" width="70" height="36" 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