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X and
X . It follows
is closed set in
ω
is a limiting point of
A
in
ω ∈ A
.We
X \ A 0 and
proved
B ⊆ A 0 .Then
B
=
A 0 . It follows that
A 0 are elements of
A
.Weusethat
P 0 is continuous. Then
n→∞ P 0 (
lim
B n )=1
.
X \ B n )=0,so
X \ B n can be taken as the set where
We cho ose
B n and
P 0 (
we refuse to accept
H 0 .Wehave
A 0 ∩ A 1 (
θ
)=
and
X \ B n )=
X \ A 0 .
lim
n→∞
(
Then for every
θ ∈ Θ
X \ B n )=
X \ A 0 )=1
n→∞ P 1 θ (
lim
P 1 θ (
.
We proved the following lemma.
Lemma 1.
If probability measures.
P 0
and
P 1 θ ,θ∈ Θ
are perpendicular on
X , A
themeasurablespace (
) and
A 0 (
θ
) are closed for all
θ ∈ Θ
in Tychonoff
product, then exist consistent tests of
H 11 .
It can be proved that an arbitrary closed set can be represented as a limit of
a decreasing sequence of cylindrical sets.
H 0 versus alternatives
Lemma 1'.
If Probability Measures.
P 0
and
P 1 θ ,θ∈ Θ
are perpendicular on
X , A
the measurable space (
) can be represented as a limit of
a decreasing sequence of cylindrical sets, then exist consistent tests of
) and every
A 0 (
θ
H 0 versus
alternatives
H 11 .
3
Wardens with Limited Resources
S
F
U
Assume that the link
possesses an additional interface
for the warden
S
who can see either the whole sequence of messages in
or a part of it, depending
on the properties of the new channel from KA to U which we denote S ( F ). U
has the task to find out whether a covert transmission from agent KA to agent
KB takes place or not. Both U
and KB know P 0 . KB knows P 1 θ as well, but
U
does not know
P 1 θ .If
U
sees all messages in
S
, then lemma 1 shows when
U
KA to
KB .
can see the covert transmission from
Let us consider
S
(
F
) that does not transmit to
U
the whole trac of
S
,e.g.
low level protocol messages are omitted in
S
(
F
). Choose the set
X 1 ,
X 1 ⊆ X
and messages of
X 1 are unseen to
U
.Wehave
X 0 ∪ X 1 =
X, X 0 ∩ X 1 =
.We
have that messages of
X 1
are taken away from the sequence of messages in
S
.
As a result
U
sees the reduced sequence and draw his conclusions from it. Let
X 0
A 1 be
σ
-algebra which is generated by cylindrical sets of
.
γ ∈ X .Denoteby
γ → α, β, γ ∈ X the unique decomposition, where
Let
α
is the subsequence of all elements of
X 0 in
γ
,and
β
is the subsequence of all
elements of
X 1 in
γ
. One of the sequences
α
or
β
may be empty.
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