Project Blackfin: Automated Breach Detection Using Intelligent Agents

December 4, 2019

This paper describes a distributed anomaly detection approach designed to accurately track actions performed by adversaries across a network. The illustrated approach involves running multiple machine learning models on both endpoints and the network as well as on a centralized backend, and includes communication and replication of learned states between these models.

Spotlight

CIPHER

Founded in 2000, CIPHER is a global cyber-security company that delivers a wide range of products and services. These services are supported by the best in class security intelligence lab: CIPHER Intelligence. Our offices are located in North America, Europe and Latin America with 24×7×365 Security Operations Centers and R&D laboratories, complemented by strategic partners around the globe. CIPHER is a highly accredited Managed Security Service Provider holding ISO 20000 and ISO 27001, SOC I and SOC II, PCI QSA and PCI ASV certifications. We have received many awards including Best MSSP from Frost & Sullivan for the past four years.

OTHER WHITEPAPERS
news image

Big Data and Ai for The Financial Sector: Challenges and Opportunities

whitePaper | September 1, 2022

Artificial Intelligence (AI) is not a recently discovered field. Since the beginning of the computer science discipline, in the late 1950s, AI has drawn a lot of attention in the international scientific community and since then it has represented a field of study which has triggered diverse and numerous research activities.

Read More
news image

Cyber security considerations 2022

whitePaper | September 12, 2022

The threat landscape is expanding. Cybercriminals are as entrepreneurial as ever and using increasingly sophisticated tools and technologies. In this fluid environment, we believe Chief Information Security Officers (CISOs) and their teams should adopt a mindset of enablement — cyber security is no longer just about prevention.

Read More
news image

2022 Cyber Security Report

whitePaper | July 25, 2022

The past twelve months represents one of the most turbulent and disruptive periods on record, at least as far as security is concerned. As governments and businesses around the world continued to navigate the uncharted waters of a global pandemic, the so-called “new normal” still felt a long way off. Digital transformation efforts were dramatically accelerated as businesses embraced hybrid and remote working arrangements, but the same questions around security maturity that plagued many businesses in 2020 persisted through 2021.

Read More
news image

identity and zero trust - H-ISAC

whitePaper | August 25, 2022

These days, you can’t have a conversation about cybersecurity without talking about zero trust. The security concept requires that all individuals and devices on a network be continuously authenticated, authorized, and monitored. Gone are the days of letting someone in the front door, giving them a role with access privileges and then having them go about their merry way.

Read More
news image

22 Cybersecurity Tips for 2022

whitePaper | June 13, 2022

Many cyber-attacks involve ransomware, a form of malicious software or malware, designed to deny access to a computer system or data until a ransom is paid and a decryption key (commonly called a decryptor) is given to the victim. The encryption is virtually unbreakable without the decryption key, and you should not spend valuable time seeking a way around the encryption if you are attacked with it. Ransomware can spread in multiple ways, but most typically, through phishing emails or by unknowingly visiting an infected website. Ransomware can be catastrophic to healthcare and other organizations, preventing critical information and systems for patient care from being accessed, for example.

Read More
news image

INDUSTRIAL CYBER RISK MANAGEMENT

whitePaper | May 21, 2021

Critical infrastructure owners and operators have managed industrial risk for hundreds of years. This risk is usually measured in impact to health, safety, and reliability. As these industrial systems become increasingly digitized, so does the risk. What were once seen as isolated, manual processes have become reliant on communication networks and digital devices.

Read More

Spotlight

CIPHER

Founded in 2000, CIPHER is a global cyber-security company that delivers a wide range of products and services. These services are supported by the best in class security intelligence lab: CIPHER Intelligence. Our offices are located in North America, Europe and Latin America with 24×7×365 Security Operations Centers and R&D laboratories, complemented by strategic partners around the globe. CIPHER is a highly accredited Managed Security Service Provider holding ISO 20000 and ISO 27001, SOC I and SOC II, PCI QSA and PCI ASV certifications. We have received many awards including Best MSSP from Frost & Sullivan for the past four years.

Events