SecurityBrief Asia logo
Asia's leading source of cybersecurity and cyber-attack news
Story image

How Self-Learning AI is changing the paradigm of endpoint security

FYI, this story is more than a year old

In this era of remote working and distributed digital ecosystems, the endpoint represents an easy point-of-entry into an organisation. These devices contain mountains of sensitive data that cyber-criminals look to monetise – and most endpoint solutions today are ill-equipped to handle the machine-speed threats that target organisations.

Most endpoint security tools used by organisations today rely on static rules and historical attack data. This ‘rear view mirror' approach only recognises threats that have been previously encountered – ‘known bad' endpoints, patterns in code, email domains – but what about the unknowns? And what new attack infrastructure, which cyber-criminals are setting up every day?

The conventional approach is blind to novel threats, and is consistently failing to catch more sophisticated attacks: those that use legitimate tools to blend in, those that leverage known, trusted domains, or those that exploit zero-day vulnerabilities.

Moreover, many of these tools lack the holistic coverage required to expose attackers traversing the digital ecosystem – probing email systems, cloud environments and the corporate network, looking for areas of weakness. Point solutions often lack the context necessary to reveal the full scope of an incident – and in other cases, miss the attack entirely.

A new approach to endpoint security uses Self-Learning AI to understand the entire digital ecosystem from the ground up. With an evolving understanding of its surroundings, the AI has a sense of ‘self', and can detect subtle deviations indicative of a cyber-threat. In this way, the technology acts as a digital immune system, stopping the attacks that get through an organisation's first layer of defence.

Correlating endpoint data with data from across the rest of the organisation enables the technology to reveal the origin and full scope of an incident, reducing time-to-meaning for defenders. IT and security teams are becoming more stretched in the wake of digital transformation, and the cyber-skills gap has never been more apparent. Handing over the heavy lifting to AI to perform the manual work is crucial in enabling human teams to spend their time on higher-level tasks rather than keeping them in the weeds.

Another significant development is autonomous response: the ability of AI to fights back in real-time, taking targeted and proportionate action to contain emerging cyber-threats in their earliest stages. This capability on the endpoint will be crucial in interrupting fast-moving cyber-attacks, allowing human teams to catch up and remediate the incident.

Self-Learning AI is designed with an open and accessible architecture, integrating with leading endpoint solutions such as Crowdstrike, Carbon Black and Microsoft Defender. This innovation is set to change the game for endpoint security – detecting the novel and sophisticated attacks that cause so much disruption today.

Related stories
Top stories
Story image
Cybersecurity
Spike in demand for cybersecurity training amid skills shortage
"Organisations cannot just rely on cybersecurity professionals to safeguard the businesses’ infrastructure and protect their data."
Story image
Malware
OpenText reveals nastiest malware of 2022, with Emotet at the top
OpenText threat intelligence experts combed through the data, analysed different behaviours, and determined which malicious payloads are the nastiest.
Story image
Cybersecurity
The growing threat of CEO fraud and how to mitigate it
By posing as the CEO or other senior figures, attackers guarantee that malicious emails get employees' attention. Many employees are reluctant to question a request from their CEO, so they usually provide the information.
Story image
Security Information and Event Management
LogRhythm announces LogRhythm Axon and new solution enhancements
According to the company, Axon provides an easier way for security teams to achieve better visibility across both cloud and on-prem log sources, helping further establish a foundation for their security practices.
Story image
Cybersecurity
Swift successfully pilots its Securities View capability
The new capability significantly increases transparency in post-trade processing while preventing costly settlement fails; it will be widely available in 2023.
Story image
Ransomware
Commonwealth tackling rising cybercrime threat in Asia
Ransomware, identity theft, and virtual security attacks identified as growing threats to security and economic growth.
Story image
Microsoft
Yubico research finds concerning trends around authentication security practices
A new global survey from Yubico has found that 59% of employees still rely on usernames and passwords as the primary method to authenticate their accounts.
Story image
Apple
Jamf shows intent to acquire mobile security firm ZecOps
This acquisition positions Jamf to help IT and security teams strengthen their organisation’s mobile security posture.
Story image
Cybersecurity
Best practices for industrial cyber resilience
Operational technology (OT) security is gaining more attention than ever before, but sufficient understanding of what it takes to prevent breaches is still lacking amongst many organisations.
Story image
Hybrid Cloud
Hybrid cloud security driving need for deep observability
Gigamon is bringing application and network-level intelligence together to help network, security, and cloud IT operations teams eliminate security blind spots.
Story image
Artificial Intelligence
Fortinet advances AIOps to aid the hybrid workforce
"We’re continuing our commitment to AI innovation by delivering AIOps capabilities across our robust portfolio of enterprise networking technology."
Story image
Malware
Black Lotus Labs discovers new, multipurpose malware
Black Lotus Labs, the threat intelligence team at Lumen, has discovered a new, rapidly growing, multipurpose malware written in the Go programming language.
Story image
Cloud Security
75% of AU companies had cloud security incident in past year
According to new Venafi research, complexity is due to increase, as companies plan to host more applications in the cloud.
Story image
Cybersecurity
Ransomware attacks continue to increase, report finds
Nearly a quarter of businesses have suffered a ransomware attack, with a fifth occurring in the past 12 months.
Story image
Data Protection
99% of security experts unhappy with tokenisation investment
Cybersecurity experts are looking for a solution that provides the strength of tokenisation while removing the friction that has accompanied it in the past.
Story image
Cybersecurity
De-risking the innovation cycle – a modern, real-time approach to security
Many organisations see cybersecurity as an inhibitor of innovation, with burdensome protection measures standing in the way of progress and speed.
Story image
Malware
Kaspersky uncovers new malicious malware NullMixer
Kaspersky researchers have uncovered a new malware stealing users credentials, address, credit card data, cryptocurrencies, and accounts.
Story image
Threat intelligence
Trellix advances threat intelligence with new research centre
Trellix has announced the establishment of the Trellix Advanced Research Center to advance global threat intelligence.
Story image
Partner Programmes
Trellix set to launch new unified partner program in 2023
"We co-developed the Xtend program with our partners to create the right business model for deploying Trellix XDR."
AWS Marketplace
Whitepaper: A practical guide for mitigating risk in today’s modern applications
Link image
Story image
Microsoft
A deep dive into a Corporate Espionage operation
In the last few years, we have seen a dramatic shift in the level of sophistication of cyberattacks, mostly thanks to the introduction of the profit-sharing business model for financially motivated threat actors.
Story image
Cybersecurity
Employees unsure who to go to to report security incident
A new study shows more than 20% of the untrained global workforce do not know who to contact during a security breach.
Story image
Data Protection
Cloudflare brings Data Localisation Suite to more APAC businesses
This allows any business in these countries to service their data locally while benefiting from the speed, security, and scalability of Cloudflare’s global network.
Story image
Software-as-a-Service
Varonis adds secrets discovery to data classification
The data security firm announces enhancements that detect and remediate overexposed private keys, encryption certificates, API keys, and authentication tokens.
Aws Marketplace
Learn how to implement a backup and recovery plan for a new generation of Kubernetes-based modern applications
Link image
Story image
Virtual Private Network
95% of organisation rely on VPN as threats continue - report
There is a growing number of VPN-specific security threats and a need for Zero Trust security architecture in enterprise-level organisations.
Story image
Legacy
Trellix enables greater cyber resiliency with extended XDR platform
"Legacy SIEM technology has failed to modernise security operations. We are confident Trellix XDR fills this critical gap.”
Story image
Work from home
Jamf showcases new products to simplify and secure work
At the 13th annual Jamf Nation User Conference, the company shared how its continuous product innovation is helping organisations succeed with Apple.
Story image
Firewall
Forrester names Akamai as web application firewall leader
"We continually monitor and improve our capabilities to defend customers from new threats, while enabling customers to protect evolving attack surfaces."
Story image
Network Management
Fortinet introduces enhanced AIOps across its gateways
FortiAIOps builds on Fortinet's rich history of developing artificial intelligence to deliver actionable network insights for self-optimising management.
Story image
Distributed Denial of Service
Sysdig reveals a loss of $53 for every $1 cryptojackers gain
The 2022 Sysdig Cloud Native Threat Report breaks down supply chain attacks against containers and how geopolitical conflict influences attacker behaviours.
Story image
Kaspersky
Cybersecurity loopholes prevalent in South East Asia
In terms of the share of vulnerabilities with publicly available exploits, three countries out of top five are located in Southeast Asia.
Story image
Cybersecurity
Test your API Security with Infinite API Scanner
The effectiveness of API scanning technology can mean the difference between successful and unsuccessful programming outcomes, and often enterprises and IT leaders struggle to get it right.
Story image
Malware
Decrease in malware volume, but surge in encrypted malware
The Q2 Internet Security Report found office exploits continue to spread more than any other category of malware.
Story image
Edge Security
Security practices for modernising the “spaghetti” of on-premises IT
Many organisations are wondering how to securely modernise their workload, often made up of a “spaghetti” of on-premises applications and management consoles.
Story image
Cloud
How modern IT architectures are moving beyond network visibility
Dealing with multiple cloud providers makes it difficult to identify security threats and performance bottlenecks and troubleshoot issues.
Story image
Mobile Device Management
How to easily scale your mobile workforce and devices for the peak shopping season
Retailers are under constant pressure to streamline processes and become more efficient while looking for ways to improve customer satisfaction levels.
Story image
Enterprise
Delinea shares the importance of PAM, partners and security for modern enterprise
Identity-based security is becoming a crucial tool for modern enterprises as they continue to adapt to different working environments.
Story image
Firewall
Barracuda accelerates growth in its data protection business
Barracuda cloud-to-cloud backup protects against evolving cyber threats, such as ransomware, and is now transactable in the Azure Marketplace.
Story image
Malware
Mandiant uncovers malware ecosystem deployed on VMware hypervisors and guest systems
Mandiant research has uncovered a novel malware ecosystem that was found deployed on VMware hypervisors and guest systems by an advanced and suspected China nexus threat actor.
Story image
Software-as-a-Service
Enterprises yet to fully commit to cybersecurity - CompTIA
“Digital transformation driven by cloud and mobile adoption requires a new strategic approach to cybersecurity, but this poses significant challenges."
Story image
Ransomware
Delinea updates DevOps security, remote access more seamless
New enhancements include development support on the most recent Mac computers and improved secrets' management usability through automation.