Machine Learning Archive
Artificial Intelligence

Artificial Intelligence for Cyber Security

Every organization and every company need to be protected against cyber attacks. The risk increases year by year as a result of developing technology whereas the potential attacks can be detected a lot easier using technology (again). So, technology works for both parties – those who hack and are hacked. Artificial intelligence for cyber security […]
Phishing Domain Detection, Machine Learning,

Phishing Domain Detection with Machine Learning

Phishing Domain Detection with Machine Learning; What is Phishing? Phishing is a form of fraud in which the attacker tries to learn sensitive information such as login credentials or account information by sending as a reputable entity or person in email or other communication channels. Typically a victim receives a message that appears to have […]
Machine Learning

Machine Learning in Cyber Security Domain – 9: Botnet Detection

Machine Learning Botnet Detection; Botnet means an organized automated army of zombies which can be used for creating a DDoS attack as well as spammy actions of flooding any inbox or spreading the viruses. Actually, this army consists of a large number of computers. Attackers use this army for malicious purposes and generally, zombies are […]
Machine Learning, Spam Filter

Machine Learning in Cyber Security Domain – 8: Spam Filter

Machine Learning; Spam mail (also known as Junk Mail) is a type of electronic spam where unsolicited messages are sent by email. Many email spam messages are generated for commercial purpose in general but it may also contain malicious content which looks like a popular website, but in fact, it may be a phishing attack. […]
machine learning

Machine Learning in Cyber Security Domain – 7: IDS/IPS with ML

Machine Learning IDS/IPS with ML; Intrusion Detection and Intrusion Prevention Systems (IDS / IPS) basically analyze data packets and determine whether it is an attack or not. After analyzing part, the system is able to take some precautions according to the result. IDS/IPSs can be considered as two main categories based on operational logic; (1) […]
Machine Learning

Machine Learning in Cyber Security Domain – 4

Machine Learning in Cyber Security Domain; As a dictionary term, Authentication (or Verification) is independent procedures that are used together for checking that a product, service, user or system meets requirements and specifications and that it fulfills its intended purpose. User verification is a mechanism which gives permission to user to log in applications or […]
Machine Learning

Machine Learning in Cyber Security Domain -3: Fraud Detection

Machine Learning in Cyber Security Domain; Fraud is one of the ancient thing in human history. As there is always people who is fraudulent, there is also people who defrauded. The money e.g. credit cards are well-known targets for being targeted by fraudulent activities. With the development of e-marketing sector, the count of fraudulent activities […]
Machine Learning, Cyber Incident Forecasting

Machine Learning in Cyber Security Domain -2: Rating and Incident Forecasting

Machine Learning in Cyber Security Domain; Before starting to explain how rating and forecasting mechanism works and which machine learning algorithms can be used in it, we want to give you brief introduction about why we need cyber security rating, where it can be used in real world, and how these informations can be useful […]
Machine Learning

Machine Learning in Cyber Security Domain -1: Fundamentals

Machine Learning in Cyber Security Domain; In recent years, attackers have been developing more sophisticated ways to attack systems. Thus, recognizing these attacks is getting more complicated in time. Most of the time, network administrators were not capable to recognize these attacks effectively or response quickly. Therefore, there is a lot of software has been […]