Nokia Corporation

Nokia Technologies Oy

Nokia Siemens Networks Oy

Markus Juhani Miettinen

Nadarajah Asokan

Kimmo Hätönen

Jyrki Berg

Albert Höglund

Eugen Palnau

Kimmo Kalervo Hatonen

Sampo Kristian Torikka

Kari Kulmala

Jens Dissmann

Aditi Gupta

Kimmo Hatonen

A method for providing analysis and detection of malicious software may include directing a comparison of patterns within sample code to a predetermined set of malicious software patterns, determining whether the sample code is likely to be malicious software based on the comparison, and, in response to a determination that the sample code is likely to be malicious software, determining a malicious software cluster with which the sample code is associated based on the patterns within the sample code. A corresponding computer program product and apparatus are also provided.

Method and apparatus for analyzing and detecting malicious software

An approach is presented for sharing user information among devices. The identity discovery module determines one or more user identifiers. Further, the identity discovery module determines to generate a first device identifier based, at least in part, on the one or more user identifiers. Then, the identity discovery module determines to present the first device identifier in place of a second identifier as a discoverable identity of a device.

Method and apparatus for sharing user information

Systems and techniques for authenticating joint friends of users of wireless devices. An authenticating authority delivers a token to a wireless device for each party identified as a friend of a user of the wireless device, such as through relationships in an online social network. Two wireless devices can use information relating to the tokens to determine information relating to joint friends of the users of the devices, such as the identities of joint friends or simply the numbers of joint friends. Tokens can be further refined to allow for analysis that provides information relating to the degree of intimacy of the relationship between a user and a party identified as a friend.

Methods and apparatus for reliable and privacy protecting identification of parties' mutual friends and common interests

An approach is provided for selecting a security policy. A security policy manager determines one or more factors for adjusting a safety score associated with a device. The safety score is based, at least in part, on a context associated with the device. The security policy manager then processes and/or facilitates a processing of the one or more factors and the safety score to calculate an adjusted safety score, and determines to select a security policy based, at least in part, on the adjusted safety score.

Method and apparatus for adjusting context-based factors for selecting a security policy

An approach is provided for selecting a security policy. A security policy manager determines, at a device, context information associated with a place. The security policy manager then determines a safety score associated with the place based, at least in part, on the context information and selects a security policy for the device based, at least in part, on the safety score.

Method and apparatus for selecting a security policy

The invention relates to receiving data originating from multiple users, identifying data item combinations occurring within said data, determining privacy sensitivity measures to said data item combinations, and communicating privacy sensitivity measure(s) to user(s) concerned. The privacy sensitivity measures can be used to protect user privacy.

Privacy management of data

Apparatus including functionality configured to monitor said apparatus for security attacks; and a reporter configured to send data to a security node, wherein the data sent to said security node is dependent on a security level of said apparatus.

Apparatus and a security node for use in determining security attacks

The present invention relates to a method and apparatus for compressing a log record information provided e.g. to a monitoring system. Frequent patterns in the log information are detected and, then, redundant frequent patterns whose value or record combination is a subset of a value or record combination of another one of said detected frequent patterns are removed. Accordingly, a general method is provided which can be applied to all event logs arising from communication networks or other monitoring systems. The detection of frequent patterns is only based on value or record combinations and is thus independent of the specific application. On the other hand, the size of the stored log files can be decreased remarkably while remaining readable for human beings.

Method and apparatus for compressing log record information

A method and system for monitoring the behavior of at least one observable object, e.g. a network element, of a network, wherein at least one parameter of the observable object is repeatedly detected. An actually detected parameter is input to a learning process and to an analyzing process, wherein the learning process forms a reference, based on at least two detected parameter values, for describing the behavior of the observable object. The analyzing process compares the input parameter and the reference for detecting an anomal behavior. The parameter preferably is a vector which includes several values describing properties or functioning of the observable object, and is formed based on events and/or reports from the object.

Growing community of inventors

Vantaa, Finland

Markus Juhani Miettinen