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AI to Help Safeguard Critical Infrastructure

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Leading international artificial intelligence experts have collaborated with researchers from Flinders University and Brazil to develop an advanced AI model dedicated to safeguarding crucial technological infrastructure, such as power grids, water systems, and communication networks.

The innovative model offers early detection capabilities for a range of potential threats, including software virus attacks, hacker intrusions, and system failures. By leveraging the power of artificial intelligence, this cutting-edge solution aims to provide timely and accurate identification of any malicious activities or vulnerabilities within these indispensable networks, which millions of individuals worldwide depend on for their daily operations.

Dr Paulo Santos, an Associate Professor specialising in Artificial Intelligence and Robotics at Flinders University’s College of Science and Engineering, has introduced a groundbreaking algorithm designed to identify failures in data networks. This algorithm exhibits remarkable resilience in the face of inconsistencies within sensor data, enabling it to effectively detect the onset of significant disruptions that could potentially have widespread ramifications.

The algorithm’s potential applications extend beyond data networks to encompass electrical systems and other critical infrastructure, presenting a viable alternative to conventional diagnostic methods. By employing this innovative approach, the algorithm serves as a robust safeguard against equipment failures within these complex networks.

Notably, this research marks one of the initial comprehensive investigations into testing paraconsistent analysers within large-scale simulations of intricate electrical systems.

A notable instance of a breach in critical systems occurred in 2010 with the Stuxnet worm attack, which specifically aimed to infiltrate and disrupt industrial control systems, particularly those employed in Iran’s nuclear program.

Dr Paulo Santos, in collaboration with Hyghor Miranda Côrtes from Centro Universitário da FEI and João Inácio da Silva Filho from Universidade Santa Cecília Brazil, has recently published their research outcomes in an article featured in the esteemed journal Expert Systems with Applications, published by Elsevier. This publication sheds light on their findings, offering valuable insights into their study.

According to the researchers, artificial intelligence (AI) has potential to enhance software applications and fault diagnostic systems, which play a crucial role in mitigating errors within intricate engineering systems, manufacturing plants, and other critical infrastructure.

Currently, data analysis, machine learning, and rule-based learning methods are already employed to build fault diagnostic systems. However, the researchers propose that AI can further enhance these existing approaches, enabling more accurate and efficient identification of faults and errors within complex systems.

By leveraging AI technologies, such as advanced algorithms and models, these diagnostic systems can be strengthened, offering improved capabilities in detecting and preventing potential issues in critical infrastructure.

Associate Professor Santos explains that they have extended the existing approaches by incorporating an “evidence filter” into the system diagnostics process. This additional filter takes into consideration conflicting evidence by assigning a degree of trust to the sensor data.

The research team has developed a novel analytical model called the “Cubic Paraconsistent Analyser with Evidence Filter and Temporal Analysis” (CPAet). With further advancements, this model has the potential to evolve into a comprehensive solution capable of addressing increasingly complex technological failures within critical systems.

These systems are vital in supporting major industries, entire urban networks, and other essential infrastructure. By leveraging the CPAet model, researchers aim to enhance the resilience and reliability of these critical systems, safeguarding their seamless operation.

The collaboration between international AI experts, Flinders University, and Brazilian researchers is expected to significantly advance the field of safeguarding critical infrastructure. By harnessing the power of artificial intelligence, particularly through the development of innovative algorithms and models, these experts have paved the way for early detection of potential threats and failures within vital networks.

The integration of AI into fault diagnostic systems and software applications holds immense promise for improving the resilience, efficiency, and reliability of complex engineering systems, manufacturing plants, and other critical infrastructure.

As further advancements are made, such as the integration of evidence filters and temporal analysis, the potential for addressing sophisticated technological failures becomes more attainable. This research not only contributes to the realm of AI but also carries significant implications for the protection and security of essential systems that millions of people depend upon every day.

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Qlik’s vision is a data-literate world, where everyone can use data and analytics to improve decision-making and solve their most challenging problems. A private company, Qlik offers real-time data integration and analytics solutions, powered by Qlik Cloud, to close the gaps between data, insights and action. By transforming data into Active Intelligence, businesses can drive better decisions, improve revenue and profitability, and optimize customer relationships. Qlik serves more than 38,000 active customers in over 100 countries.

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As a Titanium Black Partner of Dell Technologies, CTC Global Singapore boasts unparalleled access to resources.

Established in 1972, we bring 52 years of experience to the table, solidifying our position as a leading IT solutions provider in Singapore. With over 300 qualified IT professionals, we are dedicated to delivering integrated solutions that empower your organization in key areas such as Automation & AI, Cyber Security, App Modernization & Data Analytics, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

Renowned for our consulting expertise and delivering expert IT solutions, CTC Global Singapore has become the preferred IT outsourcing partner for businesses across Singapore.

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SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.

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HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 

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IBM is a leading global hybrid cloud and AI, and business services provider. We help clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,000 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity and service.