Threat Detection and
Threat Detection and
What is User Behavioural Analytics?
User Behaviour Analytics (UBA) focuses on collecting and analysing user data to establish patterns of behaviour and promote positive working practices. Litmus solutions utilises machine learning to quantify, analyse and report on employee daily activity and behaviour to support both productivity and information security initiatives.
Why is UBA useful?
In large and small organisations, line managers and senior members of the management team need to be able to fully visualise and track the overall performance of their teams and departments in order to optimise them. Behavioural analytics can allow for dynamic employee performance measurement and key performance indicator (KPI) analysis.
From an information security perspective, organisations need to be alerted to gradual or sudden changes in employee behaviour which could indicate a threat to information security. Internal threats are a key issue facing organisations of all sizes, UBA can proactively monitor sensitive Identify common behavioural traits which indicate a lack of awareness of security policy
What is Artificial Intelligence?
AI is an area of computer science which focuses on creating intelligent machines which have similar comprehension and awareness as humans.
It is important to distinguish between black and white algorithmic AI and actual Deep Learning Neural Networks. Unsupervised machine learning is a subset of AI, where advanced Neural Networks can assimilate and analyse vast amounts of data, continuously learning over a set period. A trained Neural Network can easily detect patterns, trends and even predict future events.
AI is particularly valuable when considering UBA, as the sheer volume of user activity data generated each day makes it impossible for it to be processed and analysed by humans.
What does Reactions do?
Reactions is a multi-faceted behavioural analytics software with AI at its heart. Reactions enables full organisational visibility within the modern workplace, utilising dedicated modules designed to tackle the common issues faced by organisational leaders.
There are two versions of Reactions available. One is a dedicated performance and productivity module called Reactions Perform. The other is a complete performance and security solution called Reactions Intel which contains all features of the software.
Behavioural Analytics for Productivity Analysis
Employee Performance Monitoring is a crucial component in the overall management of an organisation, allowing managers to visualise, then optimise employee activity and performance. In a world where remote and co-located working is increasingly common, achieving full visibility without compromising employee privacy is a key issue for organisational leaders.
Behavioural Analytics for Insider Threat Detection
The meaningful analysis of detailed user activity data requires the power of AI, Reactions software utilises unsupervised learning to quantify, analyse and report on employee daily activity, baselining and classifying behaviour against job role and department.
The ability to detect even the subtlest changes in employee behaviour activity enables organisations to quickly investigate and isolate any security events.
Reactions ensures that support teams are not inundated with false positives, as all alerts provide actionable context to administrators. This assists in the early detection of a negligent employee, a malicious insider or compromised credentials. Faster incident detection can reduce the overall cost of a data breach, as well as reduce the impact on company brand and reputation amongst consumers.
How does Reactions work?
Reactions is a lightweight software installed on corporate endpoints which securely runs in the background with negligible demand on computer memory.
During the implementation phase, the Reactions collects user activity data to train the Neural Network on baseline employee behaviour. From this, detailed reports are generated on a centralised dashboard, allowing for the full visualisation of organisational activities and information security.
What deployment options available?
The appliance components of Reactions.ai can be deployed in several different ways:
Client installation methods are identical irrespective of where the appliance has been deployed.