Beating cybercriminals at their own game with AI

Issue 4 2021 Editor's Choice

As AI grows in adoption and sophistication, cybercriminals are looking for ways to seize upon its potential. The Electronic Frontier Foundation was already warning about potential malicious uses of AI back in 2018, including threats to digital, physical and political security. And now, AI precursors combined with swarm technology can be used to infiltrate a network and steal data.

Hacking into a network used to take months. But with AI and machine learning (ML) technologies on their side, cybercriminals can see this timespan reduced to a matter of days. As more AI-enhanced attacks are orchestrated, the techniques used in these events become increasingly available and inexpensive for more cybercriminals.

Automated and scripted techniques can also exponentially increase the speed and scale of a cyberattack. The ability to automate the entire process of mapping networks, discovering targets, finding vulnerabilities and launching a custom attack significantly increases the volume of attacks even a single bad actor can pull off.


Derek Manky.

Complex networks often lack a cohesive security strategy

Often, network security architectures are not designed to stand up to these types of attacks. For example, it’s not uncommon for an organisation to use 30 or more security-related point products within their environments. With such a setup, getting a big-picture view of the organisation’s security architecture requires manual consolidation of data across the different applications.

This also leaves such organisations unable to quickly launch an effective coordinated response to a network-wide attack. And as cybercriminals continue to minimise their exploit times, IT security teams are left struggling to detect attacks at the same speed. In fact, the 2020 Ponemon Cost of a Data Breach Report notes that the average breach detection gap (BDG), which is the time between the initial breach of a network and its discovery, is 280 days. The report also found that the average cost of a data breach in the United States is $8,64 million, 124% higher than the global average ($3,86 million). Considering this, it is more crucial than ever that organisations adopt new strategies to make sure their networks can function as cohesively as possible.

AI technology to address the cybersecurity skills gaps

A skills gap exists in the cybersecurity sector, with security leaders often struggling to bring qualified staff on board. AI-driven security experts, in particular, are even harder to come by.

This is especially dangerous when considering the fact that as AI continues to evolve, so too will the malicious uses of this technology. Organisations are now facing attacks that leverage self-learning technologies that can quickly find vulnerabilities, select or adapt malware, and actively fight off the security efforts that have been put in place to stop them. And when using AI alongside emerging attack methods (i.e., swarmbots), bad actors will gain the ability to break down an attack into its functional elements. These elements can then be assigned to various members of a swarm to enable interactive communications to accelerate the speed of an attack.

When working to defend against these AI-enhanced attack strategies, security teams must embrace a ‘fighting fire with fire’ approach. By understanding how cybercriminals find their success and taking a few pages from their playbooks, security leaders can redesign their strategies in order to level the playing field.

Importance of AI-driven technology in cybersecurity

While AI technology can do amazing things, it can have both positive and negative implications. Cybersecurity professionals must confidently employ that same advanced technology in countermeasures to protect networks from bad actors exploiting increasingly advanced technology. A security strategy that uses AI-enhanced technologies is vital in defending against cybercriminals, especially as networks and the attacks against them grow more complex and sophisticated.




Share this article:
Share via emailShare via LinkedInPrint this page



Further reading:

Fire safety in South Africa
Technoswitch Fire Detection & Suppression Technews Publishing SMART Security Solutions Fire & Safety Security Services & Risk Management Editor's Choice
Fire safety is sometimes ignored, sometimes relegated to whatever is cheapest, and sometimes treated with the seriousness it deserves, given that it focuses on protecting life and assets. SMART Security Solutions asked Brett Birch, MD of Technoswitch, for some insights into the realities of fire safety in South Africa.

Read more...
Balancing secure access control and fire safety
Editor's Choice Access Control & Identity Management Fire & Safety
In modern building management, few topics create as much tension as the intersection between security access control and fire evacuation safety. Nichola Allen of G2 Fire sheds light on this delicate balance.

Read more...
Preventing and suppressing lithium fires
SMART Security Solutions Technews Publishing Editor's Choice Fire & Safety Security Services & Risk Management Smart Home Automation
SMART Security Solutions asked Clyde Becker, director of Pyro Brand, for some insight into the mechanics of lithium-ion battery fire risks, especially thermal runaway, and to define a comprehensive, layered approach to fire detection and suppression.

Read more...
Global security in 2026
Editor's Choice News & Events Security Services & Risk Management Industrial (Industry) Mining (Industry)
The World Security Report 2026 states: “In a world of increasing volatility, physical security has evolved. It is no longer just a defensive measure; it is a critical driver of corporate value.”

Read more...
Who is to blame for autonomous mistakes?
Editor's Choice Security Services & Risk Management Industrial (Industry) Mining (Industry)
Most supply agreements for AI-integrated equipment still closely resemble plant hire contracts from ten years ago: bilateral, human-focused, and silent on who bears the risk when a machine makes a decision on its own.

Read more...
Beyond the checkpoint
Veracitech Editor's Choice
For decades, mining corporations have treated employee screening as a necessary friction point, an operational cost to be managed rather than a strategic capability to be optimised. A new generation of full-body X-ray technology, purpose-built for the realities of high-throughput precious-metals environments, is beginning to change that calculus.

Read more...
Persistent surveillance with rapid deployment
Editor's Choice
Sky Robots has introduced an aerial drone system designed to operate as a consistent layer within security environments, addressing long-standing challenges around visibility and response across large or complex sites.

Read more...
The control room problem that nobody wants to talk about
Technews Publishing Editor's Choice
WhatsApp has become the unofficial backbone of security communications across the mining and industrial sectors, but it was never designed to be a security tool.

Read more...
Controlling access for people and vehicles
IDEMIA STid Security Technews Publishing Editor's Choice Access Control & Identity Management Asset Management Industrial (Industry) Mining (Industry)
When it comes to access control, the security requirements of mines and the industrial sector are similar, requiring a layered approach that combines physical barriers, digital authentication, and continuous monitoring to protect personnel, assets, and operational continuity.

Read more...
The AI goldrush has a credibility problem
Refraime Editor's Choice Surveillance AI & Data Analytics
The single most important question a surveillance buyer can ask is deceptively simple: “Was this system programmed or was it trained?” That question alone will reveal more about what you are evaluating than any feature list or marketing video.

Read more...










While every effort has been made to ensure the accuracy of the information contained herein, the publisher and its agents cannot be held responsible for any errors contained, or any loss incurred as a result. Articles published do not necessarily reflect the views of the publishers. The editor reserves the right to alter or cut copy. Articles submitted are deemed to have been cleared for publication. Advertisements and company contact details are published as provided by the advertiser. Technews Publishing (Pty) Ltd cannot be held responsible for the accuracy or veracity of supplied material.




© Technews Publishing (Pty) Ltd. | All Rights Reserved.