We present a model for the estimation of costs of risks and losses due
to accidental or deliberate disclosure, transfer, delay, modification
, or destruction of information. The model is characterized by (1) str
ong emphasis on consequence analysis, (2) high-level classification of
risk objects, loss-provoking events, losses, loss costs and data item
s, and (3) typing data values according to their degree of vagueness.
It has a sound theoretical background and is designed for practical us
e in the telecommunications industry. In order to provide a hrm basis
for risk analysis and loss accounting we use an object-oriented approa
ch to security called the PPIFEB approach. We compare this approach wi
th some other approaches: (1) the organization-oriented approach found
in most standard references; (2) the event/threat-oriented approach W
AECUP of Bottom and Kostanoski [Introduction to Security and Loss Cont
rol, Prentice-Hall, New York, 1990]; and (3) the process-oriented appr
oach of Post et al. [Security Administration: An Introduction to the P
rotective Services, 4th Edition, Butterworth-Heinemann, 1994] based on
generic security functions. We claim that the PPI-FEB approach is the
most appropriate for risk analysis and loss accounting.