Article discussing the AI-driven shift from connecting things, to connected intelligence.
Cyber landscape driving need for investment
Cybersecurity innovation critical in combatting the inexorable rise in cyber threats and ransomware attacks.
Bloc invests in technology areas that underpin the future growth and prosperity of the digital age. Cybersecurity, and in particular the challenges companies face as they move operations online and into the cloud, is a growing area of importance and innovation.
The landscape for security teams is rapidly changing. Digital transformation, accelerated by Covid and remote working, is driving a rapid uptake in cloud utilisation.
Hybrid multi-cloud & remote working practises are dramatically expanding the attack surface as workforces access company IT systems from unsecured devices (home PCs, tablets) and over unsecured WLANs (home, coffee shops) thereby tearing down the single security perimeter that security teams have previously come to rely upon.
Competitive pressures driven by DevOps & CI/CD working practises are leading to mistakes in cloud configuration and deployment of unauthorised shadow IT, both of which are creating additional vulnerabilities within company networks – Verizon estimates that 82% of enterprise breaches should have been stopped by existing security controls but weren’t, and 79% of observed exposures were in the cloud compared with 21% for on-premise assets.
Worst still, zero-day vulnerabilities introduced or exploited within the systems and software of companies’ suppliers is on the rise – a Trojan horse in effect that a business has very little control over, although startups such as Darkbeam are seeking to help companies manage the risk.
Cyber-attacks and the resultant data breaches are expensive, erode customer trust, damage brand reputation and can ultimately stop a company in its tracks.
And yet despite their efforts, many companies are being overwhelmed by the magnitude of threats they face, and are ill-equipped to differentiate between real threats and false alerts coming from their networks.
Survival will be dependent on the development of intelligent tools leveraging advanced AI/ML that can augment and support security teams in their ever-lasting battle with the cybercriminals.
Key areas for innovation identified by Bloc
We have identified a number of cybersecurity areas for innovation:
- Use of few-shot learning AI techniques for detecting zero-day exploits with unknown signatures such as those introduced through supply chain attacks
- Methods for obfuscating existing networks to inhibit attackers without the company needing to re-architect
- Enclave Networks is one such company helping its clients to ‘darken’ their networks through the introduction of invisible network access gates
- Implementing zero-trust principles to prevent attackers from moving laterally through the network after gaining access via infected systems
- Zero-trust assumes that everyone in the network could be a bad actor, hence all activity is continuously monitored for behavioural anomalies and access to individual systems managed via granular privileges and more robust authentication methods
- Introduction of cyber deception platforms and honeytraps that lure attackers into revealing themselves thereby enabling security teams to shut them down before they cause any serious damage
- CounterCraft, for example, provide a cyber deception and counterintelligence platform designed to detect intrusion and insider threats before attacks are perpetrated
- Supporting anomaly detection at scale, especially for Industrial IoT networks comprising huge numbers of devices
- Realtime anomaly detection becomes especially challenging in the IoT space as the number of devices scale into the millions. One way to tackle this (pioneered by Shield-IoT based on work conducted within MIT) is to compress the network and resulting data into a smaller coreset enabling context-free highly accurate anomaly detection in minutes instead of hours or days
The market opportunity is clear
Cybersecurity software & tools in 2020 was worth $12 billion in the UK, $26.5 billion in Europe and $78 billion globally and is projected to grow to $118 billion globally by 2024. The cybersecurity market for hardware & software combined is expected to exceed $200 billion by 2024 and reach $372 billion globally by 2028.
Managing cloud vulnerabilities is a race between attacker and defender and therefore ripe for new entrants bringing fresh ideas and utilising the latest technology to deliver anomaly detection, behavioural profiling and automated tools for supporting security teams and those companies wanting to take their business operations into the cloud.