Let us discuss in detail about the FRRs
and SPI to understand the solutions for the given problem
better:
FRR:
- The full form of FRR is False Rejection Rate
and it is actually the rate of rejecting the valid users
- In simple terms, FRR is the ratio of the
number of false rejections to the number of identification attempts
and it defines the performance factor of the
biometric system.
- In other words, False Rejection Rate is the measure in the
fingerprint scanning system which describes the security systems
which are failed to validate or verify the user through
biometric.
- False Rejection Rate does not require to indicate a flaw in the
fingerprint scanning system or biometric system because sometimes
people won't place the registered fingers properly that will lead
in rejecting the member in the identification through biometric or
sometimes there will be some dust or dirt that will again cause
biometric to reject the member in identification.
So, now coming
to the first statement: (the way that FRRs problem could be
reduced in fingerprint scanning)
- In order to
reduce the
FRR (False
Rejection Rate) problem, you have to allow the type-2 errors
(False Acceptance
Rate).
- False Acceptance Rate (FAR) is the
rate of accepting the invalid user to the total
number of authentications.
- If you won't allow this both errors(FRR and FRR) in biometric
systems, then you will be having a strict biometric system. That
will result in having a high (False Rejection
Rate).
- It is actually a functionality vs security
balance, if you are not very much concerned about
security, then you can allow FAR such that FRR will be reduced for
sure.
- If you are concerned about the data, then you have to allow FRR
such that FAR will be reduced.
SPI role in the
filtering mechanism for examining packets:
- The full form of SPI in the Fingerprint Scanning system is a
Stateful packet inspection.
- Stateful packet
inspection (SPI) filtering packets in outgoing communication is
simple and requires less cost since the packets from and to are
compared against the connection table and allowed if there is a
match.
- SPI firewalls will be used for SPI filtering and additionally,
it provides the user a facility to add functionalities.
- The additional roles o SPI is enhanced security and
increased speed in the communication,
- connection table is the table that is being created while
traffic is forwarding through the firewall and stateful inspections
of packets create slots in session flow.
- This table contains all the information regarding transmission
like destination IP, Source IP, port numbers, etc.,