The Confluence of Internet of Things (IoT), AI and Machine Learning in the Cyber Security Space
On a cold evening, when you are about to retire in the arms of slumber, your thermostat starts behaving unpredictably. The temperature is no more conducive to your solace but is causing discomfort by rising and falling abruptly against your intervention. This is not a piece from Alfred Hitchcock’s crime thriller or any other horror flick, but it can be a potential compromise of your IoT device due to cyber attack. And it is more real than fiction!
According to an estimate by the British insurance company Lloyd, every year, Cyber Attacks cost about $40 billion.
Cyber Security in the IoT Landscape
Cyber Security is an umbrella term that includes application security, information security, network security and disaster recovery. It refers to the various techniques of protecting computers, networks, programs and data from unauthorized access, attacks or damages done with a malicious intent.
It is estimated that IoT devices will reach 10 billion all over the world in the coming few years.
Internet of Things (IoT) is an emerging technology which is fast proliferating the enterprise landscape. It is estimated that IoT devices will reach 10 billion all over the world in the coming few years. Devices powered by IoT produce and distribute data in significant amounts. This increase in data will also unearth a large number of weaknesses that can be exploited. At an hour when the technology sector is successfully reducing inefficiencies and increasing productivity, Cyber Security is mired by spending their lion’s share to deal with cyber crimes.
More than 50% of emails on Gmail were spam. Machine Learning algorithms have enabled Google to block the undesirable communication with 99% accuracy.
How Artificial Intelligence AI and Machine Learning ML can Mitigate Cyber Threats?
The big question at this point is, in a deceptively detrimental war over the internet; can AI and Machine Learning prove to be the best line of defense? Can we identify and predict Cyber Security threats with the help of outcomes of the past events? Enterprises having a clearer vision of the future will adopt AI, Machine Learning, and automation tools to securely manage their networks.
To learn and strengthen Cyber Security practices and also to gauze insights from large amounts of unstructured data, IBM’s Watson is extensively using Machine Learning and Natural Language Processing (NLP).
Systems learn to exhibit new behaviors from empirical data fed to them in huge numbers. This learning is enabled by algorithms designed to leverage data from the past experience without human interference. Machine Learning is concerned with devising these algorithms that are programmed to make effective predictions.
Big organizations like Hewlett Packard, Sophos, and Radware have acquired Niara, Invincia, and Seculert respectively. These organizations are looking at Machine Learning as an asset for Cyber Security in the future.
Machine Learning and AI can deal with the challenge of Cyber Security effectively. With its perpetual monitoring, and an ability to handle huge chunks of data, Machine Learning can identify and filter out potential risks that tag along a known pattern. By better analyzing previous cyber attacks, effective defense mechanisms can be developed to enable an automated cyber defense system. This can be achieved with a minimum skilled Cyber Security force.
What a security expert can make out in weeks, Machine Learning can do in a few moments, and to a greater depth. Machine Learning mimics the decision process with the help of a large number of samples at hand, and can hence be deployed at scale to classify and deal with new samples.
About 87% of US Cyber Security professionals use AI and Machine Learning. (~ Webroot Report)
The current trends indicate towards the collaboration of IoT and Machine Learning and AI with the human mind to make a prosperous and infallible world with Cyber Security.
Cyber Security Jobs, Training and Certification
In such a scenario where billions of IoT devices are being connected to the internet every year, the need for Cyber Security professionals is more valuable than ever. Compared to the openings for other IT jobs, the job openings for Cyber Security professionals is three times more. That means Cyber Security positions are difficult to fill than other IT jobs. This has a straight forward implication for aspiring Cyber Security professionals. And that is, higher remuneration than other IT jobs. The gap between demand and supply of skilled and certified professionals in the Cyber Security spectrum is widening; those who will fill this gap will be blessed with a rewarding career.
When it comes to being a skilled professional, the importance of certified training cannot be undermined. Cyber Security certifications help to inculcate the required skills and expertise in a shorter time. The flexibility and value offered by a professional training provider can make you progress by leaps and bounds in a competitive technology world driven by innovation and disruption. ‘Cognixia’ a Collabera Learning Solutions Company offers certification training program in top emerging technologies to students and professionals across the globe. The Cyber Security training is offered in four variants as 4 different courses. These are
# 1. Certified Ethical Hacker
A Certified Ethical Hacker (CEH) has become one of the most sought-after job titles in the world as cybersecurity has become a concern for most companies.
CEH Course Syllabus
* Focus on New Attack Vectors
* Emphasis on Mobile Platforms and Tablet Computers
* Heartbleed CVE-2014–0160
* Shellshock CVE-2014–6271
* Poodle CVE-2014–3566
* Hacking Using Mobile Phones
* Coverage of latest Trojan, Virus, Backdoors
* Information Security Controls and Information
* Security Laws and Standards
* Hacking Mobile Platforms and Cloud Computing
* Focuses on addressing security issues to the latest operating systems like Windows 8.1
# 2. Cyber Crime and Cyber Security Training (CCSP)
This course is aimed at studying the cyber crimes, the vulnerabilities exposed by them, and the techniques to curb them.
Course Highlight:
* Cybercrime, Cybercriminals & Classifications of Cybercrimes, Legal perspectives
* Cyber offenses, Social Engineering, Cyber stalking
* Cyber Crime — Mobile & Wireless Devices
* Tools & Methods used in Cyber Crimes
* Phishing & Identity Theft
* Cyber Crimes & Cyber Security — The Legal Framework
* Computer Forensics
* Forensics of Hand Held Devices
* Cyber Security — Organizational Implications
* Cyber Crime & Cyber Terrorism
* Cyber Crime — Illustrations & case Studies
# 3. Certified Information Systems Security Professional Training (CISSP)
The most sought-after training among IT professionals, this course engulfs all aspects of IT security including design, architecture, control, and management.
Course Highlight:
* Security and Risk Management
* Security Engineering
* Asset Security
* Communication and Network Security
* Identity and Access Management
* Security Assessment and Testing
* Security Operations
* Software Development Security
# 4. Certified Cloud Security Professional Training (CCSP)
The paradigm shift caused by Cloud Computing necessitates incorporating security on the cloud. This course helps in gaining expertise in cloud security, design, architecture, operation and application.
Course Highlight:
* Architectural Concepts and Designs Requirements
* Cloud Data Security
* Cloud Platform and Infrastructure Security
* Cloud Application Security
* Operations
* Legal and Compliance
Designed and tutored by industry experts with years of experience, the training incorporates the latest industry updates and best practices. Keeping in view the other responsibilities and commitments of our clients, especially from the corporate world, we strive to make our training deliverables as flexible as possible. In a world where the proliferation of IoT has made devices vulnerable to cyber crimes and attacks, Cyber Security training powered by AI and Machine Learning can make individuals and enterprises ready for the battle to ensure infallible security.
