Abstract: Apparatuses and methods for private information retrieval are provided. One example method may include receiving a query state machine that is an encoding of a search pattern. The query state machine may include a plurality of states and a transition function that defines a plurality of transitions based on the search pattern. The example method may also include performing a private query against a target query string of a target query record by applying the query state machine to the target query string to develop a private encoding. The method may further include transmitting query results based on the private encoding.

Abstract: An example method for determining a software classification is provided. The example method may include determining a plurality of substream boundaries including a first substream boundary within a representation of a software binary, and segmenting the representation of the software binary into a plurality of substreams. The example method may further include generating a first count string for a first substream based on operational class token counts in a tokenization of the first substream, where the tokenization of the first substream may be based on a mapping of commands within the first substream to operational classes. The example method may further include performing a first count string comparison with a reference database to determine a first count string match, where the first count string comparison being based on the first count string, and classifying the software binary based on the first count string match.

Abstract: An example method for determining a software classification is provided. The example method may include determining a plurality of substream boundaries including a first substream boundary within a representation of a software binary, and segmenting the representation of the software binary into a plurality of substreams. The example method may further include generating a first count string for a first substream based on operational class token counts in a tokenization of the first substream, where the tokenization of the first substream may be based on a mapping of commands within the first substream to operational classes. The example method may further include performing a first count string comparison with a reference database to determine a first count string match, where the first count string comparison being based on the first count string, and classifying the software binary based on the first count string match.

Abstract: Apparatuses and methods for private information retrieval are provided. One example method may include receiving a query state machine that is an encoding of a search pattern. The query state machine may include a plurality of states and a transition function that defines a plurality of transitions based on the search pattern. The example method may also include performing a private query against a target query string of a target query record by applying the query state machine to the target query string to develop a private encoding. The method may further include transmitting query results based on the private encoding.