By Arindam Ray Chaudhuri, COO at AgreeYa Solutions
Questions you should ask
your cybersecurity vendor
AI
offers speed and accuracy that organizations can leverage to ensure cybersecurity.
AI-enabled cyber security solutions are capable of noticing and reacting to potential
cybersecurity issues more quickly than a human or any manual process because of
its capability to process large volumes of synchronized data.
Further,
using AI for ensuring cyber security gives valuable time back to your human
resources to focus on higher-value projects and strategic planning.
AI is smart to prioritize
security action needs
AI-enabled
solutions are capable of effectively identifying the probable risks and threats.
Further, it prioritizes what needs to gets addressed and in what order.
AI-based
cyber threat detection systems usually work by raising alerts when something
seems to be wary. These AI-backed systems also give a score on how close the
event is from a cyberattack point of view. AI is smart enough to prioritize events
with higher scores. For instance, you can automate your systems/machines for
events above a certain score. Automated action is then taken to stop the extremely
serious and likely cyber threat or attack without any human intervention.
However,
events with a lower score can be forwarded to human experts for further
analysis. Events with low scores can be simply logged into the system without
any action on them.
Questions you should ask
your cybersecurity vendor
You
should have a detailed conversation about your cybersecurity requirements with
your vendor.
1.
Ask
for the business goals AI-based cyber security solution help you achieve?
When evaluating a cybersecurity
solution, you should have absolute clarity about the business goals it will
help you achieve. Having this clarity will help you evaluate the performance of
your AI-based cyber security solution.
2.
What
specific problems will the solution help you solve ?
With respect to cyber security there
are very specific challenges AI-solutions can help you resolve. When you
evaluate a solution or a vendor, there should be clear understanding of the problems
and challenges that the cybersecurity solution will help you overcome.
3.
Ask
them how they train their models?
Real data to train the learning model
is always a better strategy instead of using fake data. Real data helps recognize
explicit behaviors that can constitute malicious activity. This is because cybersecurity
tools using real data will produce a much more effective cybersecurity protection
vs the one using fake data.
4.
Enquire
about the learning period for the machine learning models?
Ask your service/solution provider
about "learning" period for the machine learning models. Depending on
the solution, type of algorithm and model being used, it could take anywhere
from a few minutes to several days.
AI
can be an effective constituent in a robust cyber-defensive strategy, but keep
in mind that it shouldn't be considered a complete remedy. However, when used for
a specific cybersecurity challenge, it's usually the best way to stay a step
ahead of attackers.
Cybersecurity is not a single
layer process
Cybersecurity
must never be viewed as a single-layer process. The benefits of AI at any level
helps with triage, preventive response, an understanding of the threat
landscape and day-to-day events.
To
keep a step ahead of bad cybersecurity actors, it is advised to conduct regular
reviews of security systems, tools, and policies. Regular training helps with
not only threat prevention but also the adoption of security as a mindset.
Add AI-based solution to
your basic cyber security plan
AI-based
cyber security solutions address cyber threats that involve complex, and
time-intensive tasks, and high-velocity data.
AI-based
cybersecurity solutions are most suitable to stay ahead of cyberthreat threats.
However, before including AI-based solution to your cybersecurity plan, it is
important to build a strong security foundation that links people, processes,
and technologies together. Introducing additional security in the form of
AI-based cyber security solution on top of that basic security plan can help achieve
an augmented effect.
Conclusion
AI
has emerged as the must-have technology for enhancing the efforts of human
information security teams. Since it is not possible for a human task force to
safeguard their enterprises from cyber threats, AI-enabled solutions offer much-needed
threat identification that can be timely acted upon by cybersecurity
professionals to prevent any serious security, compliance and theft issues. AI empowers
cybersecurity resources to form a powerful team of humans and AI that drive
cybersecurity to new heights.
Last,
but not least, an important step towards preventing cyberattacks is to educate your
users to stay away from all kinds of suspicious activity. Cyber security is highly
related to your organizational processes and user behaviors and thus
administrative, education and awareness play a vital role in any well-designed cyber
security strategy.
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ABOUT THE AUTHOR
Arindam Ray Chaudhuri, COO at AgreeYa Solutions, has over 30 years of rich industry experience in the technology domain. He has greatly contributed to AgreeYa’s software, solutions and services portfolio, by integrating a global team, defining the technology and business vision of products and services, establishing large scale client engagement and leading time, cost and quality driven value via project governance and solution engineering.