I was afraid of that. Anyway, thank you both Dan & Santiago for your 
answers. I now know that my task will be impossible to perform as it's 
currently defined, so I guess it will have to be redefined. 

On Thursday, August 27, 2015 at 4:27:49 PM UTC+2, Santiago Bassett wrote:
>
> Correct, that dataset won't work in this case.
>
> On Thu, Aug 27, 2015 at 7:07 AM, dan (ddp) <[email protected] <javascript:>
> > wrote:
>
>> On Thu, Aug 27, 2015 at 4:44 AM, 'Miroslav S' via ossec-list
>> <[email protected] <javascript:>> wrote:
>> > Well from what I gathered from the dataset documentation, the contents 
>> of
>> > these datasets are system call traces. They have been generated on a 
>> test
>> > system during normal activities of the host which ranged from web 
>> browsing
>> > to latex document preparation, and there's approximately 800 traces 
>> used for
>> > training data and approximately 4000 used for validation data, and 
>> there's
>> > the attack traces too representing 6 different methods of attacks
>> >
>> > However, while reading up the documentation of the dataset just now I 
>> came
>> > across the following:
>> >
>> >  "The ADFA-LD12 is designed for anomaly based systems, not signature
>> > recognition IDS"
>> >
>> >  And since OSSEC is based on signatures, it looks to me that this 
>> dataset is
>> > in fact useless for my task. Am I correct in that assumption?
>> >
>>
>> OSSEC currently has no facilities to interpret that data.
>>
>> > On Wednesday, August 26, 2015 at 9:31:28 PM UTC+2, Santiago Bassett 
>> wrote:
>> >>
>> >> Miroslav, could you briefly explain what are the contents of the 
>> datasets?
>> >> OSSEC is a log analysis based HIDS based on signatures (rules). It 
>> also has
>> >> a module to detect malware/rookits that looks for hidden processes,
>> >> suspicious files, registry keys etc.
>> >>
>> >> On Wed, Aug 26, 2015 at 9:03 AM, dan (ddp) <[email protected]> wrote:
>> >>>
>> >>> On Wed, Aug 26, 2015 at 11:35 AM, 'Miroslav S' via ossec-list
>> >>> <[email protected]> wrote:
>> >>> > Hello everyone.
>> >>> >
>> >>> > I have been tasked to test effectiveness of OSSEC HIDS (by
>> >>> > effectiveness I
>> >>> > mean detection rate it achieves as well as false positives rate) 
>> when a
>> >>> > dataset of raw system call traces are used.
>> >>> >
>> >>> > The dataset itself is the AFDA-LD dataset which can be found here
>> >>> > http://www.cybersecurity.unsw.adfa.edu.au/ADFA%20IDS%20Datasets/
>> >>> >
>> >>> > This dataset consists of 3 groups of raw system call traces 
>> generated
>> >>> > with
>> >>> > auditd UNIX program:
>> >>> >
>> >>> > 1. Normal training data
>> >>> > 2. Normal validation data
>> >>> > 3. Attack data.
>> >>> >
>> >>> > The method used to perform this task is irrelevant as long as I 
>> manage
>> >>> > to
>> >>> > use this particular dataset with OSSEC.
>> >>> >
>> >>> >
>> >>> > So far I have the latest version of OSSEC installed on Ubuntu 
>> 14.04. I
>> >>> > suppose that in order to perform my task, OSSEC should first be 
>> trained
>> >>> > using the normal training data of the dataset and then tested for 
>> false
>> >>> > positives using the normal validation data and for attack detection
>> >>> > using
>> >>> > the attack data. I am however quite new when it comes to OSSEC and 
>> IDS
>> >>> > in
>> >>> > general so I could very easily be wrong when it comes to that
>> >>> > assumption.
>> >>> >
>> >>> >
>> >>> > So my question is - Can OSSEC be trained and tested with raw system
>> >>> > call
>> >>> > traces in the first place, and if yes, how? If not, can the data 
>> from
>> >>> > this
>> >>> > particular dataset be used in any other way in order to test
>> >>> > effectiveness
>> >>> > of OSSEC?
>> >>> >
>> >>>
>> >>> I don't see anything in the data that would be all that useful to 
>> OSSEC.
>> >>>
>> >>> >
>> >>> > Thank you
>> >>> >
>> >>> > Miroslav
>> >>> >
>> >>> > --
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