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(1)
n> 0 Tr n = H n ( Tr )
L n ( Tr ) .
(2)
n> 0 , all nodes of red depth n with outgoing red edges are equivalent
(3) For every H-equivalent nodes x, x of T ( S ) , the probabilistic trees T x and T x
are isomorphic.
The proof of this theorem is based on the lemma given below which links
sequential relativized information flow at each fixed step with sequential rela-
tivized information flow. Then we can reuse the proof of Theorem 1.
E be a sequential property on traces where R
l ) and
Lemma 1. Let R
( H
E =( H
l ) ω
l ) τ ω
( H
.Then,forP R =
{
( γ 1 2 )
||
γ 1 | L |
= n, last ( γ 1 )=
E }
E |
l, γ 1 γ 2
R
, for every u of length n we have Pr S ( P R ,u )= Pr S ( R
B ( u )) .
5
Comparison with Some Classical Security Properties
L ) τ ω ,
In this section we restrict ourselves to finite systems, for which Tr
( H
and we suppose that τ
.
We identify an element of Tr with its shortest prefix ending with the action τ .
Given a trace λ and a system S , the low-level user observing λ |L 0 τ can construct
the set of system traces which correspond to the same observation, the low-level
equivalent set [18] of λ :
For λ
L .Denoteby E 0 the set H
L 0 ,where L 0 = L
\{
τ
}
E 0 {
.
We will show that separability , noninterference and noninference can be ex-
pressed in our framework and correspond to the absence of information flow for
some classes of properties.
τ
}
, LLES ( λ, S )=
{
β
Tr
|
λ |L 0 = β |L 0 }
1. Noninference
Noninference is a security property which was introduced by O'Halloran [14].
It requires that every trace λ of the system admits in its low-level equivalent set
its projection λ |L 0 . As a consequence a low-level user cannot deduce from an
observation the existence of any occurrence of a high-level action:
Noninference ( S )
L 0 τ .
≡∀
λ
Tr
u
LLES ( λ, S ) u
L 0 ) τ . A trace satisfies this
property iff it does not contain high-level actions. Thus this property exactly
focuses on the (non) existence of a high-level activity. It turns out that nonin-
ference canbeexpressedintermsofinformationflowfortheproperty NonInf .
Consider the property NonInf = L 0 τ
( H
Theorem 6. For
a
probabilistic
system
S,
Noninference ( S )
holds
iff
Pr S ( NonInf )
=0 and there is no qualitative general information flow for the
property NonInf .
Proof.
= 0 and there is no qualitative general in-
formation flow for the property NonInf .Let λ be a trace
Suppose Pr S ( NonInf )
Tr . Consider the
projection u = λ |L .Since B ( u )isnon-empty, Pr S ( NonInf )
=0andthereis
no qualitative general information flow for the property NonInf .Sowehave
Pr S ( NonInf ,u )
=0.Itprovesthat u
Tr because B ( u )
NonInf =
{
u
}
.Thus,
Noninference ( S )istrue.
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